upload files without ACE datasets

.gitattributes

@@ -56,3 +56,14 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+complex_tasks/HyperRED/remove_instruction/test.jsonl filter=lfs diff=lfs merge=lfs -text
+complex_tasks/HyperRED/remove_instruction/train.jsonl filter=lfs diff=lfs merge=lfs -text
+complex_tasks/HyperRED/test.jsonl filter=lfs diff=lfs merge=lfs -text
+complex_tasks/HyperRED/train.jsonl filter=lfs diff=lfs merge=lfs -text
+pretraining/dev.jsonl filter=lfs diff=lfs merge=lfs -text
+pretraining/test.jsonl filter=lfs diff=lfs merge=lfs -text
+pretraining/train.jsonl filter=lfs diff=lfs merge=lfs -text
+uie_benchmarks/event/casie/remove_instruction/train.jsonl filter=lfs diff=lfs merge=lfs -text
+uie_benchmarks/event/casie/train.jsonl filter=lfs diff=lfs merge=lfs -text
+uie_benchmarks/rel/nyt/remove_instruction/train.jsonl filter=lfs diff=lfs merge=lfs -text
+uie_benchmarks/rel/nyt/train.jsonl filter=lfs diff=lfs merge=lfs -text

complex_tasks/HyperRED/remove_instruction/test.jsonl

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complex_tasks/HyperRED/remove_instruction/train.jsonl

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complex_tasks/HyperRED/test.jsonl

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complex_tasks/HyperRED/train.jsonl

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fewshot/absa/16res/seed1/10shot/train.jsonl

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+{"id": "seed1.10shot.train.0", "instruction": "Please determine the two entities described in the text and establish the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [61, 65]}, {"type": "opinion", "text": "superb", "span": [54, 60]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [61, 65]}, "tail": {"text": "superb", "span": [54, 60]}}], "event": []}, "text": "Wish NY had more of these kind of places : intimate , superb food , homey , top notch all the way around , certainly worth the wait .", "bg": ""}
+{"id": "seed1.10shot.train.1", "instruction": "Pinpoint the two entities mentioned in the text and determine the type of relationship they share.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "pizza", "span": [44, 49]}, {"type": "opinion", "text": "best", "span": [39, 43]}], "rel": [{"relation": "positive", "head": {"text": "pizza", "span": [44, 49]}, "tail": {"text": "best", "span": [39, 43]}}], "event": []}, "text": "Who has room for Cheesesticks with the best pizza in NYC !", "bg": ""}
+{"id": "seed1.10shot.train.2", "instruction": "Please recognize the two entities mentioned in the text and establish the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Indian food", "span": [6, 17]}, {"type": "opinion", "text": "Great", "span": [0, 5]}], "rel": [{"relation": "positive", "head": {"text": "Indian food", "span": [6, 17]}, "tail": {"text": "Great", "span": [0, 5]}}], "event": []}, "text": "Great Indian food", "bg": ""}
+{"id": "seed1.10shot.train.3", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "portions", "span": [43, 51]}, {"type": "aspect", "text": "food", "span": [69, 73]}, {"type": "opinion", "text": "small", "span": [56, 61]}, {"type": "opinion", "text": "nasty", "span": [77, 82]}], "rel": [{"relation": "positive", "head": {"text": "portions", "span": [43, 51]}, "tail": {"text": "small", "span": [56, 61]}}, {"relation": "positive", "head": {"text": "food", "span": [69, 73]}, "tail": {"text": "nasty", "span": [77, 82]}}], "event": []}, "text": "Just because it 's cheap does NOT mean the portions are small or the food is nasty , IT IS GREAT !", "bg": ""}
+{"id": "seed1.10shot.train.4", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "jazz duo", "span": [12, 20]}, {"type": "opinion", "text": "on POINT", "span": [37, 45]}], "rel": [{"relation": "positive", "head": {"text": "jazz duo", "span": [12, 20]}, "tail": {"text": "on POINT", "span": [37, 45]}}], "event": []}, "text": "whoever the jazz duo was , they were on POINT .", "bg": ""}
+{"id": "seed1.10shot.train.5", "instruction": "Can you find the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Ow Ley Soh", "span": [61, 71]}, {"type": "opinion", "text": "delicious", "span": [76, 85]}, {"type": "opinion", "text": "sweet", "span": [90, 95]}], "rel": [{"relation": "positive", "head": {"text": "Ow Ley Soh", "span": [61, 71]}, "tail": {"text": "delicious", "span": [76, 85]}}, {"relation": "positive", "head": {"text": "Ow Ley Soh", "span": [61, 71]}, "tail": {"text": "sweet", "span": [90, 95]}}], "event": []}, "text": "Try the congee and the donut like deep fried dough they call Ow Ley Soh , a delicious and sweet tasting bread .", "bg": ""}
+{"id": "seed1.10shot.train.6", "instruction": "From the given text, identify the two entities and describe how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [91, 101]}, {"type": "opinion", "text": "inviting", "span": [82, 90]}], "rel": [{"relation": "positive", "head": {"text": "restaurant", "span": [91, 101]}, "tail": {"text": "inviting", "span": [82, 90]}}], "event": []}, "text": "I was visiting New York City with a friend and we discovered this really warm and inviting restaurant .", "bg": ""}
+{"id": "seed1.10shot.train.7", "instruction": "Please identify the two entities mentioned in the text and explain how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Big Wong", "span": [0, 8]}, {"type": "opinion", "text": "great", "span": [14, 19]}], "rel": [{"relation": "positive", "head": {"text": "Big Wong", "span": [0, 8]}, "tail": {"text": "great", "span": [14, 19]}}], "event": []}, "text": "Big Wong is a great place to eat and fill your stomach .", "bg": ""}
+{"id": "seed1.10shot.train.8", "instruction": "From the provided text, identify the two entities and establish the type of relationship they share.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [52, 62]}, {"type": "opinion", "text": "beautiful", "span": [42, 51]}], "rel": [{"relation": "positive", "head": {"text": "restaurant", "span": [52, 62]}, "tail": {"text": "beautiful", "span": [42, 51]}}], "event": []}, "text": "All in all , I would return - as it was a beautiful restaurant - but I hope the staff pays more attention to the little details in the future .", "bg": ""}
+{"id": "seed1.10shot.train.9", "instruction": "From the given text, identify the two entities and describe how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [13, 18]}, {"type": "opinion", "text": "great", "span": [7, 12]}], "rel": [{"relation": "positive", "head": {"text": "place", "span": [13, 18]}, "tail": {"text": "great", "span": [7, 12]}}], "event": []}, "text": "What a great place !", "bg": ""}
+{"id": "seed1.10shot.train.10", "instruction": "From the given text, can you identify the two entities and describe the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "rolls", "span": [6, 11]}, {"type": "aspect", "text": "sashimi", "span": [40, 47]}, {"type": "opinion", "text": "big", "span": [17, 20]}, {"type": "opinion", "text": "not good", "span": [27, 35]}, {"type": "opinion", "text": "was n't fresh", "span": [48, 61]}], "rel": [{"relation": "negative", "head": {"text": "rolls", "span": [6, 11]}, "tail": {"text": "big", "span": [17, 20]}}, {"relation": "negative", "head": {"text": "rolls", "span": [6, 11]}, "tail": {"text": "not good", "span": [27, 35]}}, {"relation": "negative", "head": {"text": "sashimi", "span": [40, 47]}, "tail": {"text": "was n't fresh", "span": [48, 61]}}], "event": []}, "text": "those rolls were big , but not good and sashimi was n't fresh .", "bg": ""}
+{"id": "seed1.10shot.train.11", "instruction": "From the given text, identify the two entities that are linked and specify the type of relationship between them.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [88, 95]}, {"type": "opinion", "text": "not constitute proper", "span": [66, 87]}], "rel": [{"relation": "negative", "head": {"text": "service", "span": [88, 95]}, "tail": {"text": "not constitute proper", "span": [66, 87]}}], "event": []}, "text": "Somehow working the italian charm with constant mille grazie does not constitute proper service .", "bg": ""}
+{"id": "seed1.10shot.train.12", "instruction": "Ascertain the two entities described in the text and explain how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "girl", "span": [17, 21]}, {"type": "opinion", "text": "uninvited", "span": [197, 206]}], "rel": [{"relation": "negative", "head": {"text": "girl", "span": [17, 21]}, "tail": {"text": "uninvited", "span": [197, 206]}}], "event": []}, "text": "There 's another girl who I ca n't describe , she is about 5'6 \" with brown hair , who eavesdrops on your conversation and chimes in - except she only hears the last part of what you said , so her uninvited opinions are often out of context and nothing to do with what you 're *really* talking about .", "bg": ""}
+{"id": "seed1.10shot.train.13", "instruction": "From the given text, identify the two entities that are linked and specify the type of relationship between them.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Tom Kha soup", "span": [8, 20]}, {"type": "opinion", "text": "pathetic", "span": [25, 33]}], "rel": [{"relation": "negative", "head": {"text": "Tom Kha soup", "span": [8, 20]}, "tail": {"text": "pathetic", "span": [25, 33]}}], "event": []}, "text": "And the Tom Kha soup was pathetic .", "bg": ""}
+{"id": "seed1.10shot.train.14", "instruction": "Can you determine the two entities referenced in the text and explain how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "front of house staff", "span": [99, 119]}, {"type": "opinion", "text": "abused", "span": [85, 91]}], "rel": [{"relation": "negative", "head": {"text": "front of house staff", "span": [99, 119]}, "tail": {"text": "abused", "span": [85, 91]}}], "event": []}, "text": "As BFC does n't take reservations you almost always have to wait by the bar - and be abused by the front of house staff until you are seated , which can be over an hour later !", "bg": ""}
+{"id": "seed1.10shot.train.15", "instruction": "Please identify the two entities mentioned in the text and explain how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "aspect", "text": "French Onion soup", "span": [44, 61]}, {"type": "aspect", "text": "desserts", "span": [106, 114]}, {"type": "opinion", "text": "average to above-average", "span": [13, 37]}, {"type": "opinion", "text": "not overly impressive", "span": [74, 95]}, {"type": "opinion", "text": "not brilliant", "span": [115, 128]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "average to above-average", "span": [13, 37]}}, {"relation": "positive", "head": {"text": "French Onion soup", "span": [44, 61]}, "tail": {"text": "not overly impressive", "span": [74, 95]}}, {"relation": "negative", "head": {"text": "desserts", "span": [106, 114]}, "tail": {"text": "not brilliant", "span": [115, 128]}}], "event": []}, "text": "The food was average to above-average ; the French Onion soup filling yet not overly impressive , and the desserts not brilliant in any way .", "bg": ""}
+{"id": "seed1.10shot.train.16", "instruction": "Can you find the two entities referenced in the text and determine the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "japanese food", "span": [11, 24]}, {"type": "aspect", "text": "service", "span": [39, 46]}, {"type": "opinion", "text": "overpriced", "span": [0, 10]}, {"type": "opinion", "text": "mediocre", "span": [30, 38]}], "rel": [{"relation": "negative", "head": {"text": "japanese food", "span": [11, 24]}, "tail": {"text": "overpriced", "span": [0, 10]}}, {"relation": "neutral", "head": {"text": "service", "span": [39, 46]}, "tail": {"text": "mediocre", "span": [30, 38]}}], "event": []}, "text": "overpriced japanese food with mediocre service", "bg": ""}
+{"id": "seed1.10shot.train.17", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "manager", "span": [46, 53]}, {"type": "opinion", "text": "bad", "span": [36, 39]}], "rel": [{"relation": "negative", "head": {"text": "manager", "span": [46, 53]}, "tail": {"text": "bad", "span": [36, 39]}}], "event": []}, "text": "This is where it really really gets bad : the manager said , there is absolutely nothing we can do , it 's a matter of taste that she did n't like it , and I can not comp it .", "bg": ""}
+{"id": "seed1.10shot.train.18", "instruction": "Determine the two entities mentioned in the text and establish the relationship between them.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [0, 7]}, {"type": "opinion", "text": "ok", "span": [17, 19]}], "rel": [{"relation": "negative", "head": {"text": "Service", "span": [0, 7]}, "tail": {"text": "ok", "span": [17, 19]}}], "event": []}, "text": "Service was just ok , it is not what you 'd expect for $ 500 .", "bg": ""}
+{"id": "seed1.10shot.train.19", "instruction": "Please recognize the two entities mentioned in the text and describe their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [42, 46]}, {"type": "opinion", "text": "spicy", "span": [55, 60]}], "rel": [{"relation": "negative", "head": {"text": "food", "span": [42, 46]}, "tail": {"text": "spicy", "span": [55, 60]}}], "event": []}, "text": "The last two times I ordered from here my food was soo spicy that I could barely eat it , and the spice took away from the flavor of the dish .", "bg": ""}
+{"id": "seed1.10shot.train.20", "instruction": "Determine the two entities mentioned in the text and establish the relationship between them.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "okay", "span": [12, 16]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "okay", "span": [12, 16]}}], "event": []}, "text": "The food is okay and the prices here are mediocre .", "bg": ""}
+{"id": "seed1.10shot.train.21", "instruction": "Find the two entities referenced in the text and determine how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [4, 14]}, {"type": "opinion", "text": "cute", "span": [18, 22]}, {"type": "opinion", "text": "not upscale", "span": [27, 38]}], "rel": [{"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "cute", "span": [18, 22]}}, {"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "not upscale", "span": [27, 38]}}], "event": []}, "text": "The restaurant is cute but not upscale .", "bg": ""}
+{"id": "seed1.10shot.train.22", "instruction": "Can you determine the pair of entities referenced in the text and specify their association?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "lobster", "span": [0, 7]}, {"type": "opinion", "text": "good", "span": [12, 16]}, {"type": "opinion", "text": "nothing spectacular", "span": [19, 38]}], "rel": [{"relation": "neutral", "head": {"text": "lobster", "span": [0, 7]}, "tail": {"text": "good", "span": [12, 16]}}, {"relation": "neutral", "head": {"text": "lobster", "span": [0, 7]}, "tail": {"text": "nothing spectacular", "span": [19, 38]}}], "event": []}, "text": "lobster was good , nothing spectacular .", "bg": ""}
+{"id": "seed1.10shot.train.23", "instruction": "Can you recognize the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "meal", "span": [111, 115]}, {"type": "aspect", "text": "restaurant", "span": [4, 14]}, {"type": "opinion", "text": "enjoy", "span": [97, 102]}, {"type": "opinion", "text": "great", "span": [105, 110]}, {"type": "opinion", "text": "noisy", "span": [24, 29]}], "rel": [{"relation": "positive", "head": {"text": "meal", "span": [111, 115]}, "tail": {"text": "enjoy", "span": [97, 102]}}, {"relation": "positive", "head": {"text": "meal", "span": [111, 115]}, "tail": {"text": "great", "span": [105, 110]}}, {"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "noisy", "span": [24, 29]}}], "event": []}, "text": "The restaurant is a bit noisy but that is something that can be overlooked once you sit down and enjoy a great meal", "bg": ""}
+{"id": "seed1.10shot.train.24", "instruction": "Please determine the two entities described in the text and establish the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [17, 22]}, {"type": "aspect", "text": "Chinese style Indian food", "span": [37, 62]}, {"type": "opinion", "text": "fancy", "span": [11, 16]}, {"type": "opinion", "text": "good", "span": [32, 36]}], "rel": [{"relation": "neutral", "head": {"text": "place", "span": [17, 22]}, "tail": {"text": "fancy", "span": [11, 16]}}, {"relation": "positive", "head": {"text": "Chinese style Indian food", "span": [37, 62]}, "tail": {"text": "good", "span": [32, 36]}}], "event": []}, "text": "Not a very fancy place but very good Chinese style Indian food .", "bg": ""}
+{"id": "seed1.10shot.train.25", "instruction": "Can you recognize the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "location", "span": [4, 12]}, {"type": "aspect", "text": "ambience", "span": [17, 25]}, {"type": "opinion", "text": "Ok", "span": [29, 31]}], "rel": [{"relation": "neutral", "head": {"text": "location", "span": [4, 12]}, "tail": {"text": "Ok", "span": [29, 31]}}, {"relation": "neutral", "head": {"text": "ambience", "span": [17, 25]}, "tail": {"text": "Ok", "span": [29, 31]}}], "event": []}, "text": "The location and ambience is Ok but the food is what makes up for it .", "bg": ""}
+{"id": "seed1.10shot.train.26", "instruction": "Can you find the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [0, 7]}, {"type": "opinion", "text": "average", "span": [11, 18]}], "rel": [{"relation": "neutral", "head": {"text": "Service", "span": [0, 7]}, "tail": {"text": "average", "span": [11, 18]}}], "event": []}, "text": "Service is average .", "bg": ""}
+{"id": "seed1.10shot.train.27", "instruction": "From the given text, identify the two entities that are linked and specify their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "nigiri", "span": [55, 61]}, {"type": "opinion", "text": "good", "span": [50, 54]}], "rel": [{"relation": "neutral", "head": {"text": "nigiri", "span": [55, 61]}, "tail": {"text": "good", "span": [50, 54]}}], "event": []}, "text": "I have never before eaten 40 pieces of relatively good nigiri .", "bg": ""}
+{"id": "seed1.10shot.train.28", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaraunt", "span": [45, 55]}, {"type": "opinion", "text": "five star", "span": [35, 44]}], "rel": [{"relation": "neutral", "head": {"text": "restaraunt", "span": [45, 55]}, "tail": {"text": "five star", "span": [35, 44]}}], "event": []}, "text": "its just a fun place to go , not a five star restaraunt .", "bg": ""}
+{"id": "seed1.10shot.train.29", "instruction": "Please identify the two entities mentioned in the text and explain how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "waitress", "span": [4, 12]}, {"type": "opinion", "text": "was n't mean", "span": [13, 25]}, {"type": "opinion", "text": "not especially warm or attentive", "span": [32, 64]}], "rel": [{"relation": "neutral", "head": {"text": "waitress", "span": [4, 12]}, "tail": {"text": "was n't mean", "span": [13, 25]}}, {"relation": "neutral", "head": {"text": "waitress", "span": [4, 12]}, "tail": {"text": "not especially warm or attentive", "span": [32, 64]}}], "event": []}, "text": "Our waitress was n't mean , but not especially warm or attentive either .", "bg": ""}

fewshot/absa/16res/seed1/1shot/train.jsonl

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+{"id": "seed1.1shot.train.0", "instruction": "From the given text, identify the two entities and describe how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [61, 65]}, {"type": "opinion", "text": "superb", "span": [54, 60]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [61, 65]}, "tail": {"text": "superb", "span": [54, 60]}}], "event": []}, "text": "Wish NY had more of these kind of places : intimate , superb food , homey , top notch all the way around , certainly worth the wait .", "bg": ""}
+{"id": "seed1.1shot.train.1", "instruction": "Could you identify the two entities described in the text and specify their link?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [37, 47]}, {"type": "opinion", "text": "expensive", "span": [23, 32]}], "rel": [{"relation": "negative", "head": {"text": "restaurant", "span": [37, 47]}, "tail": {"text": "expensive", "span": [23, 32]}}], "event": []}, "text": "Can ’ t believe how an expensive NYC restaurant can be so disrespectful to its clients .", "bg": ""}
+{"id": "seed1.1shot.train.2", "instruction": "From the given text, could you identify the two entities that are linked and establish their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "dim sum", "span": [83, 90]}, {"type": "opinion", "text": "good", "span": [103, 107]}, {"type": "opinion", "text": "not outstanding", "span": [112, 127]}], "rel": [{"relation": "neutral", "head": {"text": "dim sum", "span": [83, 90]}, "tail": {"text": "good", "span": [103, 107]}}, {"relation": "neutral", "head": {"text": "dim sum", "span": [83, 90]}, "tail": {"text": "not outstanding", "span": [112, 127]}}], "event": []}, "text": "My friends settled for rice dishes , but we came back the following day to try the dim sum , which was good ... not outstanding , but good .", "bg": ""}

fewshot/absa/16res/seed1/5shot/train.jsonl

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+{"id": "seed1.5shot.train.0", "instruction": "Would you be able to pinpoint the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [61, 65]}, {"type": "opinion", "text": "superb", "span": [54, 60]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [61, 65]}, "tail": {"text": "superb", "span": [54, 60]}}], "event": []}, "text": "Wish NY had more of these kind of places : intimate , superb food , homey , top notch all the way around , certainly worth the wait .", "bg": ""}
+{"id": "seed1.5shot.train.1", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "pizza", "span": [44, 49]}, {"type": "opinion", "text": "best", "span": [39, 43]}], "rel": [{"relation": "positive", "head": {"text": "pizza", "span": [44, 49]}, "tail": {"text": "best", "span": [39, 43]}}], "event": []}, "text": "Who has room for Cheesesticks with the best pizza in NYC !", "bg": ""}
+{"id": "seed1.5shot.train.2", "instruction": "Can you find the two entities referenced in the text and determine the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Indian food", "span": [6, 17]}, {"type": "opinion", "text": "Great", "span": [0, 5]}], "rel": [{"relation": "positive", "head": {"text": "Indian food", "span": [6, 17]}, "tail": {"text": "Great", "span": [0, 5]}}], "event": []}, "text": "Great Indian food", "bg": ""}
+{"id": "seed1.5shot.train.3", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "portions", "span": [43, 51]}, {"type": "aspect", "text": "food", "span": [69, 73]}, {"type": "opinion", "text": "small", "span": [56, 61]}, {"type": "opinion", "text": "nasty", "span": [77, 82]}], "rel": [{"relation": "positive", "head": {"text": "portions", "span": [43, 51]}, "tail": {"text": "small", "span": [56, 61]}}, {"relation": "positive", "head": {"text": "food", "span": [69, 73]}, "tail": {"text": "nasty", "span": [77, 82]}}], "event": []}, "text": "Just because it 's cheap does NOT mean the portions are small or the food is nasty , IT IS GREAT !", "bg": ""}
+{"id": "seed1.5shot.train.4", "instruction": "Can you recognize the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "jazz duo", "span": [12, 20]}, {"type": "opinion", "text": "on POINT", "span": [37, 45]}], "rel": [{"relation": "positive", "head": {"text": "jazz duo", "span": [12, 20]}, "tail": {"text": "on POINT", "span": [37, 45]}}], "event": []}, "text": "whoever the jazz duo was , they were on POINT .", "bg": ""}
+{"id": "seed1.5shot.train.5", "instruction": "Would you be able to pinpoint the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [18, 28]}, {"type": "opinion", "text": "highly", "span": [49, 55]}], "rel": [{"relation": "negative", "head": {"text": "restaurant", "span": [18, 28]}, "tail": {"text": "highly", "span": [49, 55]}}], "event": []}, "text": "not sure why this restaurant would be rated that highly .", "bg": ""}
+{"id": "seed1.5shot.train.6", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "stir-fried squid", "span": [17, 33]}, {"type": "opinion", "text": "worst", "span": [11, 16]}], "rel": [{"relation": "negative", "head": {"text": "stir-fried squid", "span": [17, 33]}, "tail": {"text": "worst", "span": [11, 16]}}], "event": []}, "text": "Easily the worst stir-fried squid I 've ever tasted .", "bg": ""}
+{"id": "seed1.5shot.train.7", "instruction": "Can you recognize the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Dessert", "span": [0, 7]}, {"type": "opinion", "text": "disaster", "span": [15, 23]}], "rel": [{"relation": "negative", "head": {"text": "Dessert", "span": [0, 7]}, "tail": {"text": "disaster", "span": [15, 23]}}], "event": []}, "text": "Dessert : pure disaster .", "bg": ""}
+{"id": "seed1.5shot.train.8", "instruction": "Please identify the two entities referenced in the text and determine the nature of their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "management", "span": [20, 30]}, {"type": "opinion", "text": "Terrible", "span": [0, 8]}, {"type": "opinion", "text": "terrible", "span": [11, 19]}], "rel": [{"relation": "negative", "head": {"text": "management", "span": [20, 30]}, "tail": {"text": "Terrible", "span": [0, 8]}}, {"relation": "negative", "head": {"text": "management", "span": [20, 30]}, "tail": {"text": "terrible", "span": [11, 19]}}], "event": []}, "text": "Terrible , terrible management - deserves to be shut-down .", "bg": ""}
+{"id": "seed1.5shot.train.9", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "waiter", "span": [29, 35]}, {"type": "opinion", "text": "forgot", "span": [58, 64]}], "rel": [{"relation": "negative", "head": {"text": "waiter", "span": [29, 35]}, "tail": {"text": "forgot", "span": [58, 64]}}], "event": []}, "text": "We asked for sides which the waiter than admitted that he forgot to put in that part of our order .", "bg": ""}
+{"id": "seed1.5shot.train.10", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "dishes", "span": [23, 29]}, {"type": "opinion", "text": "was n't too impressed", "span": [34, 55]}], "rel": [{"relation": "neutral", "head": {"text": "dishes", "span": [23, 29]}, "tail": {"text": "was n't too impressed", "span": [34, 55]}}], "event": []}, "text": "I tried a couple other dishes but was n't too impressed .", "bg": ""}
+{"id": "seed1.5shot.train.11", "instruction": "Please recognize the two entities mentioned in the text and establish the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [15, 22]}, {"type": "opinion", "text": "varies", "span": [23, 29]}], "rel": [{"relation": "neutral", "head": {"text": "Service", "span": [15, 22]}, "tail": {"text": "varies", "span": [23, 29]}}], "event": []}, "text": "To sum it up : Service varies from good to mediorce , depending on which waiter you get ; generally it is just average Ok .", "bg": ""}
+{"id": "seed1.5shot.train.12", "instruction": "Please recognize which two entities are being referred to in the given text and determine the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "environment", "span": [4, 15]}, {"type": "opinion", "text": "upscale", "span": [24, 31]}], "rel": [{"relation": "neutral", "head": {"text": "environment", "span": [4, 15]}, "tail": {"text": "upscale", "span": [24, 31]}}], "event": []}, "text": "The environment is very upscale and you will see a lot of rich guys with trophy wives or just highly paid escorts .", "bg": ""}
+{"id": "seed1.5shot.train.13", "instruction": "Can you recognize the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "good", "span": [17, 21]}, {"type": "opinion", "text": "not outstanding", "span": [28, 43]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "good", "span": [17, 21]}}, {"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "not outstanding", "span": [28, 43]}}], "event": []}, "text": "The food is very good , but not outstanding .", "bg": ""}
+{"id": "seed1.5shot.train.14", "instruction": "From the given text, identify the two entities that are linked and specify the type of relationship between them.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "ok", "span": [13, 15]}, {"type": "opinion", "text": "fair", "span": [20, 24]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "ok", "span": [13, 15]}}, {"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "fair", "span": [20, 24]}}], "event": []}, "text": "The food was ok and fair nothing to go crazy .", "bg": ""}

fewshot/absa/16res/seed10/10shot/train.jsonl

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+{"id": "seed10.10shot.train.0", "instruction": "From the given text, identify the two entities and describe how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Indian food", "span": [14, 25]}, {"type": "opinion", "text": "normal", "span": [7, 13]}, {"type": "opinion", "text": "well", "span": [46, 50]}], "rel": [{"relation": "positive", "head": {"text": "Indian food", "span": [14, 25]}, "tail": {"text": "normal", "span": [7, 13]}}, {"relation": "positive", "head": {"text": "Indian food", "span": [14, 25]}, "tail": {"text": "well", "span": [46, 50]}}], "event": []}, "text": "Very \" normal Indian food \" , but done really well .", "bg": ""}
+{"id": "seed10.10shot.train.1", "instruction": "Please determine the two entities mentioned in the text and specify the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "sushi", "span": [75, 80]}, {"type": "aspect", "text": "thai food", "span": [104, 113]}, {"type": "aspect", "text": "Planet Thailand", "span": [0, 15]}, {"type": "opinion", "text": "great", "span": [92, 97]}, {"type": "opinion", "text": "excellent", "span": [117, 126]}, {"type": "opinion", "text": "hit", "span": [34, 37]}], "rel": [{"relation": "positive", "head": {"text": "sushi", "span": [75, 80]}, "tail": {"text": "great", "span": [92, 97]}}, {"relation": "positive", "head": {"text": "thai food", "span": [104, 113]}, "tail": {"text": "excellent", "span": [117, 126]}}, {"relation": "positive", "head": {"text": "Planet Thailand", "span": [0, 15]}, "tail": {"text": "hit", "span": [34, 37]}}], "event": []}, "text": "Planet Thailand has always been a hit with me , I go there usually for the sushi , which is great , the thai food is excellent too .", "bg": ""}
+{"id": "seed10.10shot.train.2", "instruction": "Could you please recognize which two entities are being referred to in the given text and determine the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "rolls", "span": [36, 41]}, {"type": "opinion", "text": "unique", "span": [29, 35]}], "rel": [{"relation": "positive", "head": {"text": "rolls", "span": [36, 41]}, "tail": {"text": "unique", "span": [29, 35]}}], "event": []}, "text": "Mizu is home to creative and unique rolls not to found anywhere else .", "bg": ""}
+{"id": "seed10.10shot.train.3", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "flank steak", "span": [18, 29]}, {"type": "opinion", "text": "good", "span": [45, 49]}], "rel": [{"relation": "positive", "head": {"text": "flank steak", "span": [18, 29]}, "tail": {"text": "good", "span": [45, 49]}}], "event": []}, "text": "My father had the flank steak which was very good , and my mother had the swordfish .", "bg": ""}
+{"id": "seed10.10shot.train.4", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [6, 16]}, {"type": "aspect", "text": "customer service", "span": [128, 144]}, {"type": "opinion", "text": "good reputation", "span": [29, 44]}, {"type": "opinion", "text": "intelligent", "span": [116, 127]}], "rel": [{"relation": "positive", "head": {"text": "restaurant", "span": [6, 16]}, "tail": {"text": "good reputation", "span": [29, 44]}}, {"relation": "negative", "head": {"text": "customer service", "span": [128, 144]}, "tail": {"text": "intelligent", "span": [116, 127]}}], "event": []}, "text": "For a restaurant with such a good reputation and that is usually so packed , there was no reason for such a lack of intelligent customer service .", "bg": ""}
+{"id": "seed10.10shot.train.5", "instruction": "Please recognize the two entities mentioned in the text and describe their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "aspect", "text": "place", "span": [24, 29]}, {"type": "opinion", "text": "good", "span": [13, 17]}, {"type": "opinion", "text": "clean", "span": [34, 39]}, {"type": "opinion", "text": "affordable", "span": [44, 54]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "good", "span": [13, 17]}}, {"relation": "positive", "head": {"text": "place", "span": [24, 29]}, "tail": {"text": "clean", "span": [34, 39]}}, {"relation": "positive", "head": {"text": "place", "span": [24, 29]}, "tail": {"text": "affordable", "span": [44, 54]}}], "event": []}, "text": "The food was good , the place was clean and affordable .", "bg": ""}
+{"id": "seed10.10shot.train.6", "instruction": "Please determine the two entities mentioned in the text and specify the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "staff", "span": [4, 9]}, {"type": "opinion", "text": "attentive", "span": [24, 33]}, {"type": "opinion", "text": "down to earth", "span": [38, 51]}], "rel": [{"relation": "positive", "head": {"text": "staff", "span": [4, 9]}, "tail": {"text": "attentive", "span": [24, 33]}}, {"relation": "positive", "head": {"text": "staff", "span": [4, 9]}, "tail": {"text": "down to earth", "span": [38, 51]}}], "event": []}, "text": "The staff there is very attentive and down to earth .", "bg": ""}
+{"id": "seed10.10shot.train.7", "instruction": "Ascertain the two entities described in the text and explain how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [65, 69]}, {"type": "aspect", "text": "service", "span": [81, 88]}, {"type": "aspect", "text": "atmosphere", "span": [103, 113]}, {"type": "opinion", "text": "great", "span": [59, 64]}, {"type": "opinion", "text": "great", "span": [75, 80]}, {"type": "opinion", "text": "pleasant", "span": [94, 102]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [65, 69]}, "tail": {"text": "great", "span": [59, 64]}}, {"relation": "positive", "head": {"text": "service", "span": [81, 88]}, "tail": {"text": "great", "span": [75, 80]}}, {"relation": "positive", "head": {"text": "atmosphere", "span": [103, 113]}, "tail": {"text": "pleasant", "span": [94, 102]}}], "event": []}, "text": "A restaurant that does n't try to do anything except serve great food with great service in a pleasant atmosphere .", "bg": ""}
+{"id": "seed10.10shot.train.8", "instruction": "Find the two entities referenced in the text and determine how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [43, 47]}, {"type": "aspect", "text": "grilled Mahi Mahi", "span": [80, 97]}, {"type": "opinion", "text": "happy", "span": [26, 31]}, {"type": "opinion", "text": "drenched", "span": [110, 118]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [43, 47]}, "tail": {"text": "happy", "span": [26, 31]}}, {"relation": "negative", "head": {"text": "grilled Mahi Mahi", "span": [80, 97]}, "tail": {"text": "drenched", "span": [110, 118]}}], "event": []}, "text": "Everyone seemed generally happy with their food , except my brother who had the grilled Mahi Mahi , seemingly drenched in Grapfruit Juice !", "bg": ""}
+{"id": "seed10.10shot.train.9", "instruction": "Please identify the pair of entities referenced in the text and describe their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "candle-light", "span": [50, 62]}, {"type": "aspect", "text": "food", "span": [65, 69]}, {"type": "aspect", "text": "service", "span": [82, 89]}, {"type": "aspect", "text": "tables", "span": [13, 19]}, {"type": "opinion", "text": "overcompensate", "span": [90, 104]}, {"type": "opinion", "text": "closely situated", "span": [27, 43]}], "rel": [{"relation": "positive", "head": {"text": "candle-light", "span": [50, 62]}, "tail": {"text": "overcompensate", "span": [90, 104]}}, {"relation": "positive", "head": {"text": "food", "span": [65, 69]}, "tail": {"text": "overcompensate", "span": [90, 104]}}, {"relation": "positive", "head": {"text": "service", "span": [82, 89]}, "tail": {"text": "overcompensate", "span": [90, 104]}}, {"relation": "negative", "head": {"text": "tables", "span": [13, 19]}, "tail": {"text": "closely situated", "span": [27, 43]}}], "event": []}, "text": "Although the tables may be closely situated , the candle-light , food quality and service overcompensate .", "bg": ""}
+{"id": "seed10.10shot.train.10", "instruction": "Please recognize which two entities are being referred to in the given text and determine the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [4, 11]}, {"type": "aspect", "text": "atmosphere", "span": [33, 43]}, {"type": "opinion", "text": "friendly", "span": [16, 24]}, {"type": "opinion", "text": "casual", "span": [48, 54]}], "rel": [{"relation": "positive", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "friendly", "span": [16, 24]}}, {"relation": "neutral", "head": {"text": "atmosphere", "span": [33, 43]}, "tail": {"text": "casual", "span": [48, 54]}}], "event": []}, "text": "The service was friendly and the atmosphere was casual .", "bg": ""}
+{"id": "seed10.10shot.train.11", "instruction": "Pinpoint the two entities referenced in the text and determine how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [21, 25]}, {"type": "aspect", "text": "service", "span": [33, 40]}, {"type": "opinion", "text": "good", "span": [16, 20]}, {"type": "opinion", "text": "ok", "span": [30, 32]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [21, 25]}, "tail": {"text": "good", "span": [16, 20]}}, {"relation": "neutral", "head": {"text": "service", "span": [33, 40]}, "tail": {"text": "ok", "span": [30, 32]}}], "event": []}, "text": "sometimes i get good food and ok service .", "bg": ""}
+{"id": "seed10.10shot.train.12", "instruction": "Could you find the two entities referenced in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Rao", "span": [0, 3]}, {"type": "opinion", "text": "good", "span": [9, 13]}], "rel": [{"relation": "neutral", "head": {"text": "Rao", "span": [0, 3]}, "tail": {"text": "good", "span": [9, 13]}}], "event": []}, "text": "Rao is a good restaurant , but it 's nothing special .", "bg": ""}
+{"id": "seed10.10shot.train.13", "instruction": "Find the two entities mentioned in the text and determine the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [17, 22]}, {"type": "aspect", "text": "Chinese style Indian food", "span": [37, 62]}, {"type": "opinion", "text": "fancy", "span": [11, 16]}, {"type": "opinion", "text": "good", "span": [32, 36]}], "rel": [{"relation": "neutral", "head": {"text": "place", "span": [17, 22]}, "tail": {"text": "fancy", "span": [11, 16]}}, {"relation": "positive", "head": {"text": "Chinese style Indian food", "span": [37, 62]}, "tail": {"text": "good", "span": [32, 36]}}], "event": []}, "text": "Not a very fancy place but very good Chinese style Indian food .", "bg": ""}
+{"id": "seed10.10shot.train.14", "instruction": "From the provided text, identify the two entities and explain how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Vanison", "span": [0, 7]}, {"type": "opinion", "text": "good", "span": [12, 16]}, {"type": "opinion", "text": "not amazing", "span": [21, 32]}], "rel": [{"relation": "neutral", "head": {"text": "Vanison", "span": [0, 7]}, "tail": {"text": "good", "span": [12, 16]}}, {"relation": "neutral", "head": {"text": "Vanison", "span": [0, 7]}, "tail": {"text": "not amazing", "span": [21, 32]}}], "event": []}, "text": "Vanison was good but not amazing .", "bg": ""}
+{"id": "seed10.10shot.train.15", "instruction": "Please recognize the two entities mentioned in the text and establish the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "okay", "span": [12, 16]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "okay", "span": [12, 16]}}], "event": []}, "text": "The food is okay and the prices here are mediocre .", "bg": ""}
+{"id": "seed10.10shot.train.16", "instruction": "Can you pinpoint the two entities mentioned in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "scallion pancakes", "span": [4, 21]}, {"type": "aspect", "text": "fried dumplings", "span": [26, 41]}, {"type": "opinion", "text": "ordinary", "span": [66, 74]}], "rel": [{"relation": "neutral", "head": {"text": "scallion pancakes", "span": [4, 21]}, "tail": {"text": "ordinary", "span": [66, 74]}}, {"relation": "neutral", "head": {"text": "fried dumplings", "span": [26, 41]}, "tail": {"text": "ordinary", "span": [66, 74]}}], "event": []}, "text": "The scallion pancakes and fried dumplings were nothing out of the ordinary .", "bg": ""}
+{"id": "seed10.10shot.train.17", "instruction": "Find the two entities mentioned in the text and determine the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [16, 21]}, {"type": "opinion", "text": "small", "span": [10, 15]}], "rel": [{"relation": "neutral", "head": {"text": "place", "span": [16, 21]}, "tail": {"text": "small", "span": [10, 15]}}], "event": []}, "text": "Kind of a small place but I guess if they are not too busy might be able to fit a group or kids .", "bg": ""}
+{"id": "seed10.10shot.train.18", "instruction": "Kindly pinpoint the two entities mentioned in the text and ascertain their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "dim sum", "span": [83, 90]}, {"type": "opinion", "text": "good", "span": [103, 107]}, {"type": "opinion", "text": "not outstanding", "span": [112, 127]}], "rel": [{"relation": "neutral", "head": {"text": "dim sum", "span": [83, 90]}, "tail": {"text": "good", "span": [103, 107]}}, {"relation": "neutral", "head": {"text": "dim sum", "span": [83, 90]}, "tail": {"text": "not outstanding", "span": [112, 127]}}], "event": []}, "text": "My friends settled for rice dishes , but we came back the following day to try the dim sum , which was good ... not outstanding , but good .", "bg": ""}
+{"id": "seed10.10shot.train.19", "instruction": "Please recognize the two entities mentioned in the text and describe their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Food", "span": [0, 4]}, {"type": "opinion", "text": "okay", "span": [9, 13]}, {"type": "opinion", "text": "nothing great", "span": [16, 29]}], "rel": [{"relation": "neutral", "head": {"text": "Food", "span": [0, 4]}, "tail": {"text": "okay", "span": [9, 13]}}, {"relation": "neutral", "head": {"text": "Food", "span": [0, 4]}, "tail": {"text": "nothing great", "span": [16, 29]}}], "event": []}, "text": "Food was okay , nothing great .", "bg": ""}
+{"id": "seed10.10shot.train.20", "instruction": "Please recognize the two entities mentioned in the text and describe their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [56, 60]}, {"type": "opinion", "text": "disappointing", "span": [73, 86]}], "rel": [{"relation": "negative", "head": {"text": "food", "span": [56, 60]}, "tail": {"text": "disappointing", "span": [73, 86]}}], "event": []}, "text": "I attended a holiday dinner at the restaurant , and the food was majorly disappointing .", "bg": ""}
+{"id": "seed10.10shot.train.21", "instruction": "Please recognize the two entities mentioned in the text and describe their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "bartender", "span": [79, 88]}, {"type": "opinion", "text": "disappeared", "span": [89, 100]}], "rel": [{"relation": "negative", "head": {"text": "bartender", "span": [79, 88]}, "tail": {"text": "disappeared", "span": [89, 100]}}], "event": []}, "text": "The only thing that my friend left out is that when we sat down at the bar the bartender disappeared .", "bg": ""}
+{"id": "seed10.10shot.train.22", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Haru on Park S", "span": [0, 14]}, {"type": "opinion", "text": "disgusting", "span": [25, 35]}], "rel": [{"relation": "negative", "head": {"text": "Haru on Park S", "span": [0, 14]}, "tail": {"text": "disgusting", "span": [25, 35]}}], "event": []}, "text": "Haru on Park S is simply disgusting .", "bg": ""}
+{"id": "seed10.10shot.train.23", "instruction": "Would you be able to identify the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "dessert", "span": [5, 12]}, {"type": "opinion", "text": "Tiny", "span": [0, 4]}, {"type": "opinion", "text": "overpriced", "span": [39, 49]}], "rel": [{"relation": "negative", "head": {"text": "dessert", "span": [5, 12]}, "tail": {"text": "Tiny", "span": [0, 4]}}, {"relation": "negative", "head": {"text": "dessert", "span": [5, 12]}, "tail": {"text": "overpriced", "span": [39, 49]}}], "event": []}, "text": "Tiny dessert was $ 8.00 ... just plain overpriced for what it is .", "bg": ""}
+{"id": "seed10.10shot.train.24", "instruction": "Pinpoint the two entities referenced in the text and determine how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "decor", "span": [4, 9]}, {"type": "aspect", "text": "eggplant", "span": [111, 119]}, {"type": "opinion", "text": "distraction", "span": [34, 45]}, {"type": "opinion", "text": "cold", "span": [106, 110]}], "rel": [{"relation": "neutral", "head": {"text": "decor", "span": [4, 9]}, "tail": {"text": "distraction", "span": [34, 45]}}, {"relation": "negative", "head": {"text": "eggplant", "span": [111, 119]}, "tail": {"text": "cold", "span": [106, 110]}}], "event": []}, "text": "The decor however seems to be the distraction so you wo n't notice that you just payed 300 bucks for some cold eggplant that took 2 FRICKIN HOURS TO COME ! ! ! !", "bg": ""}
+{"id": "seed10.10shot.train.25", "instruction": "Please identify the two entities mentioned in the text and explain how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "sushi", "span": [4, 9]}, {"type": "opinion", "text": "awful", "span": [14, 19]}], "rel": [{"relation": "negative", "head": {"text": "sushi", "span": [4, 9]}, "tail": {"text": "awful", "span": [14, 19]}}], "event": []}, "text": "The sushi was awful !", "bg": ""}
+{"id": "seed10.10shot.train.26", "instruction": "From the given text, identify the two entities that are linked and specify their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "menu", "span": [27, 31]}, {"type": "opinion", "text": "limited", "span": [19, 26]}], "rel": [{"relation": "negative", "head": {"text": "menu", "span": [27, 31]}, "tail": {"text": "limited", "span": [19, 26]}}], "event": []}, "text": "Despite a slightly limited menu , everything prepared is done to perfection , ultra fresh and a work of food art .", "bg": ""}
+{"id": "seed10.10shot.train.27", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "lobster sandwich", "span": [4, 20]}, {"type": "opinion", "text": "good", "span": [49, 53]}, {"type": "opinion", "text": "not nearly enough to warrant that price", "span": [61, 100]}], "rel": [{"relation": "negative", "head": {"text": "lobster sandwich", "span": [4, 20]}, "tail": {"text": "good", "span": [49, 53]}}, {"relation": "negative", "head": {"text": "lobster sandwich", "span": [4, 20]}, "tail": {"text": "not nearly enough to warrant that price", "span": [61, 100]}}], "event": []}, "text": "The lobster sandwich is $ 24 and although it was good it was not nearly enough to warrant that price .", "bg": ""}
+{"id": "seed10.10shot.train.28", "instruction": "Could you find the two entities referenced in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "seafood", "span": [21, 28]}, {"type": "opinion", "text": "good", "span": [16, 20]}], "rel": [{"relation": "negative", "head": {"text": "seafood", "span": [21, 28]}, "tail": {"text": "good", "span": [16, 20]}}], "event": []}, "text": "Even though its good seafood , the prices are too high .", "bg": ""}
+{"id": "seed10.10shot.train.29", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [6, 10]}, {"type": "opinion", "text": "Gross", "span": [0, 5]}], "rel": [{"relation": "negative", "head": {"text": "food", "span": [6, 10]}, "tail": {"text": "Gross", "span": [0, 5]}}], "event": []}, "text": "Gross food – Wow-", "bg": ""}

fewshot/absa/16res/seed10/1shot/train.jsonl

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+{"id": "seed10.1shot.train.0", "instruction": "Please recognize the two entities mentioned in the text and describe their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Indian food", "span": [14, 25]}, {"type": "opinion", "text": "normal", "span": [7, 13]}, {"type": "opinion", "text": "well", "span": [46, 50]}], "rel": [{"relation": "positive", "head": {"text": "Indian food", "span": [14, 25]}, "tail": {"text": "normal", "span": [7, 13]}}, {"relation": "positive", "head": {"text": "Indian food", "span": [14, 25]}, "tail": {"text": "well", "span": [46, 50]}}], "event": []}, "text": "Very \" normal Indian food \" , but done really well .", "bg": ""}
+{"id": "seed10.1shot.train.1", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "ok", "span": [13, 15]}, {"type": "opinion", "text": "fair", "span": [20, 24]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "ok", "span": [13, 15]}}, {"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "fair", "span": [20, 24]}}], "event": []}, "text": "The food was ok and fair nothing to go crazy .", "bg": ""}
+{"id": "seed10.1shot.train.2", "instruction": "From the given text, can you identify the two entities and describe the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "mens bathroom", "span": [30, 43]}, {"type": "opinion", "text": "disgusting", "span": [48, 58]}], "rel": [{"relation": "negative", "head": {"text": "mens bathroom", "span": [30, 43]}, "tail": {"text": "disgusting", "span": [48, 58]}}], "event": []}, "text": "oh speaking of bathroom , the mens bathroom was disgusting .", "bg": ""}

fewshot/absa/16res/seed10/5shot/train.jsonl

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+{"id": "seed10.5shot.train.0", "instruction": "From the given text, identify the two entities that are linked and specify their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Indian food", "span": [14, 25]}, {"type": "opinion", "text": "normal", "span": [7, 13]}, {"type": "opinion", "text": "well", "span": [46, 50]}], "rel": [{"relation": "positive", "head": {"text": "Indian food", "span": [14, 25]}, "tail": {"text": "normal", "span": [7, 13]}}, {"relation": "positive", "head": {"text": "Indian food", "span": [14, 25]}, "tail": {"text": "well", "span": [46, 50]}}], "event": []}, "text": "Very \" normal Indian food \" , but done really well .", "bg": ""}
+{"id": "seed10.5shot.train.1", "instruction": "Kindly pinpoint the two entities mentioned in the text and ascertain their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "sushi", "span": [75, 80]}, {"type": "aspect", "text": "thai food", "span": [104, 113]}, {"type": "aspect", "text": "Planet Thailand", "span": [0, 15]}, {"type": "opinion", "text": "great", "span": [92, 97]}, {"type": "opinion", "text": "excellent", "span": [117, 126]}, {"type": "opinion", "text": "hit", "span": [34, 37]}], "rel": [{"relation": "positive", "head": {"text": "sushi", "span": [75, 80]}, "tail": {"text": "great", "span": [92, 97]}}, {"relation": "positive", "head": {"text": "thai food", "span": [104, 113]}, "tail": {"text": "excellent", "span": [117, 126]}}, {"relation": "positive", "head": {"text": "Planet Thailand", "span": [0, 15]}, "tail": {"text": "hit", "span": [34, 37]}}], "event": []}, "text": "Planet Thailand has always been a hit with me , I go there usually for the sushi , which is great , the thai food is excellent too .", "bg": ""}
+{"id": "seed10.5shot.train.2", "instruction": "Can you identify the corresponding two entities and their relationship from the given text?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "rolls", "span": [36, 41]}, {"type": "opinion", "text": "unique", "span": [29, 35]}], "rel": [{"relation": "positive", "head": {"text": "rolls", "span": [36, 41]}, "tail": {"text": "unique", "span": [29, 35]}}], "event": []}, "text": "Mizu is home to creative and unique rolls not to found anywhere else .", "bg": ""}
+{"id": "seed10.5shot.train.3", "instruction": "Can you determine the pair of entities referenced in the text and specify their association?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "flank steak", "span": [18, 29]}, {"type": "opinion", "text": "good", "span": [45, 49]}], "rel": [{"relation": "positive", "head": {"text": "flank steak", "span": [18, 29]}, "tail": {"text": "good", "span": [45, 49]}}], "event": []}, "text": "My father had the flank steak which was very good , and my mother had the swordfish .", "bg": ""}
+{"id": "seed10.5shot.train.4", "instruction": "Can you identify the corresponding two entities and their relationship from the given text?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [6, 16]}, {"type": "aspect", "text": "customer service", "span": [128, 144]}, {"type": "opinion", "text": "good reputation", "span": [29, 44]}, {"type": "opinion", "text": "intelligent", "span": [116, 127]}], "rel": [{"relation": "positive", "head": {"text": "restaurant", "span": [6, 16]}, "tail": {"text": "good reputation", "span": [29, 44]}}, {"relation": "negative", "head": {"text": "customer service", "span": [128, 144]}, "tail": {"text": "intelligent", "span": [116, 127]}}], "event": []}, "text": "For a restaurant with such a good reputation and that is usually so packed , there was no reason for such a lack of intelligent customer service .", "bg": ""}
+{"id": "seed10.5shot.train.5", "instruction": "Find the two entities mentioned in the text and determine the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "atmosphere", "span": [4, 14]}, {"type": "opinion", "text": "is n't the greatest", "span": [15, 34]}], "rel": [{"relation": "neutral", "head": {"text": "atmosphere", "span": [4, 14]}, "tail": {"text": "is n't the greatest", "span": [15, 34]}}], "event": []}, "text": "The atmosphere is n't the greatest , but I suppose that 's how they keep the prices down .", "bg": ""}
+{"id": "seed10.5shot.train.6", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "okay", "span": [12, 16]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "okay", "span": [12, 16]}}], "event": []}, "text": "The food is okay and the prices here are mediocre .", "bg": ""}
+{"id": "seed10.5shot.train.7", "instruction": "Please determine the two entities mentioned in the text and specify the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "bibimbap", "span": [4, 12]}, {"type": "aspect", "text": "stone bowl", "span": [35, 45]}, {"type": "opinion", "text": "average", "span": [17, 24]}, {"type": "opinion", "text": "was n't even close to sizzling", "span": [46, 76]}], "rel": [{"relation": "neutral", "head": {"text": "bibimbap", "span": [4, 12]}, "tail": {"text": "average", "span": [17, 24]}}, {"relation": "negative", "head": {"text": "stone bowl", "span": [35, 45]}, "tail": {"text": "was n't even close to sizzling", "span": [46, 76]}}], "event": []}, "text": "The bibimbap was average , but the stone bowl was n't even close to sizzling .", "bg": ""}
+{"id": "seed10.5shot.train.8", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "cheeseburgers", "span": [38, 51]}, {"type": "opinion", "text": "huge", "span": [66, 70]}], "rel": [{"relation": "neutral", "head": {"text": "cheeseburgers", "span": [38, 51]}, "tail": {"text": "huge", "span": [66, 70]}}], "event": []}, "text": "My son and his girlfriend both wanted cheeseburgers and they were huge !", "bg": ""}
+{"id": "seed10.5shot.train.9", "instruction": "Can you determine the pair of entities referenced in the text and specify their association?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [4, 11]}, {"type": "aspect", "text": "atmosphere", "span": [33, 43]}, {"type": "opinion", "text": "friendly", "span": [16, 24]}, {"type": "opinion", "text": "casual", "span": [48, 54]}], "rel": [{"relation": "positive", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "friendly", "span": [16, 24]}}, {"relation": "neutral", "head": {"text": "atmosphere", "span": [33, 43]}, "tail": {"text": "casual", "span": [48, 54]}}], "event": []}, "text": "The service was friendly and the atmosphere was casual .", "bg": ""}
+{"id": "seed10.5shot.train.10", "instruction": "Would you be able to identify the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [0, 7]}, {"type": "aspect", "text": "people", "span": [27, 33]}, {"type": "opinion", "text": "slow", "span": [12, 16]}, {"type": "opinion", "text": "friendly", "span": [39, 47]}], "rel": [{"relation": "negative", "head": {"text": "Service", "span": [0, 7]}, "tail": {"text": "slow", "span": [12, 16]}}, {"relation": "positive", "head": {"text": "people", "span": [27, 33]}, "tail": {"text": "friendly", "span": [39, 47]}}], "event": []}, "text": "Service was slow , but the people were friendly .", "bg": ""}
+{"id": "seed10.5shot.train.11", "instruction": "Can you pinpoint the two entities mentioned in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "guacamole", "span": [30, 39]}, {"type": "opinion", "text": "bland", "span": [24, 29]}], "rel": [{"relation": "negative", "head": {"text": "guacamole", "span": [30, 39]}, "tail": {"text": "bland", "span": [24, 29]}}], "event": []}, "text": "And $ 11 for a plate of bland guacamole ?", "bg": ""}
+{"id": "seed10.5shot.train.12", "instruction": "Please recognize the two entities mentioned in the text and establish the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [12, 17]}, {"type": "aspect", "text": "room", "span": [128, 132]}, {"type": "aspect", "text": "clerks", "span": [148, 154]}, {"type": "opinion", "text": "unattractive", "span": [115, 127]}, {"type": "opinion", "text": "unhelpful", "span": [138, 147]}], "rel": [{"relation": "negative", "head": {"text": "place", "span": [12, 17]}, "tail": {"text": "unattractive", "span": [115, 127]}}, {"relation": "negative", "head": {"text": "room", "span": [128, 132]}, "tail": {"text": "unattractive", "span": [115, 127]}}, {"relation": "negative", "head": {"text": "clerks", "span": [148, 154]}, "tail": {"text": "unhelpful", "span": [138, 147]}}], "event": []}, "text": "Calling the place Hampton Chutney Co. does warn you that these folks offer more style than substance , but in this unattractive room with unhelpful clerks there was a dearth of the former too .", "bg": ""}
+{"id": "seed10.5shot.train.13", "instruction": "Please recognize the two entities mentioned in the text and describe their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "fish and chips", "span": [28, 42]}, {"type": "opinion", "text": "overpriced", "span": [15, 25]}], "rel": [{"relation": "negative", "head": {"text": "fish and chips", "span": [28, 42]}, "tail": {"text": "overpriced", "span": [15, 25]}}], "event": []}, "text": "It was totally overpriced - fish and chips was about $ 15 ... .", "bg": ""}
+{"id": "seed10.5shot.train.14", "instruction": "Would you be able to pinpoint the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Food", "span": [0, 4]}, {"type": "aspect", "text": "raw vegatables in side orders", "span": [77, 106]}, {"type": "opinion", "text": "good", "span": [21, 25]}, {"type": "opinion", "text": "wondered about freshmess", "span": [49, 73]}], "rel": [{"relation": "positive", "head": {"text": "Food", "span": [0, 4]}, "tail": {"text": "good", "span": [21, 25]}}, {"relation": "negative", "head": {"text": "raw vegatables in side orders", "span": [77, 106]}, "tail": {"text": "wondered about freshmess", "span": [49, 73]}}], "event": []}, "text": "Food is usually very good , though ocasionally I wondered about freshmess of raw vegatables in side orders .", "bg": ""}

fewshot/absa/16res/seed2/10shot/train.jsonl

@@ -0,0 +1,30 @@
+{"id": "seed2.10shot.train.0", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Myagi", "span": [0, 5]}, {"type": "opinion", "text": "favorite", "span": [19, 27]}], "rel": [{"relation": "positive", "head": {"text": "Myagi", "span": [0, 5]}, "tail": {"text": "favorite", "span": [19, 27]}}], "event": []}, "text": "Myagi is one of my favorite restaurants in the City ; the place the negative reviews describe sound like they were somewhere else .", "bg": ""}
+{"id": "seed2.10shot.train.1", "instruction": "Can you recognize the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [0, 7]}, {"type": "aspect", "text": "people", "span": [27, 33]}, {"type": "opinion", "text": "slow", "span": [12, 16]}, {"type": "opinion", "text": "friendly", "span": [39, 47]}], "rel": [{"relation": "negative", "head": {"text": "Service", "span": [0, 7]}, "tail": {"text": "slow", "span": [12, 16]}}, {"relation": "positive", "head": {"text": "people", "span": [27, 33]}, "tail": {"text": "friendly", "span": [39, 47]}}], "event": []}, "text": "Service was slow , but the people were friendly .", "bg": ""}
+{"id": "seed2.10shot.train.2", "instruction": "Pinpoint the two entities mentioned in the text and determine the type of relationship they share.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "crust", "span": [4, 9]}, {"type": "aspect", "text": "staff", "span": [54, 59]}, {"type": "aspect", "text": "ingredients", "span": [24, 35]}, {"type": "opinion", "text": "thin", "span": [13, 17]}, {"type": "opinion", "text": "friendly", "span": [63, 71]}, {"type": "opinion", "text": "fresh", "span": [40, 45]}], "rel": [{"relation": "positive", "head": {"text": "crust", "span": [4, 9]}, "tail": {"text": "thin", "span": [13, 17]}}, {"relation": "positive", "head": {"text": "staff", "span": [54, 59]}, "tail": {"text": "friendly", "span": [63, 71]}}, {"relation": "positive", "head": {"text": "ingredients", "span": [24, 35]}, "tail": {"text": "fresh", "span": [40, 45]}}], "event": []}, "text": "The crust is thin , the ingredients are fresh and the staff is friendly .", "bg": ""}
+{"id": "seed2.10shot.train.3", "instruction": "From the given text, could you pinpoint the two entities that are linked and establish their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "belly dancing show", "span": [23, 41]}, {"type": "opinion", "text": "captivated", "span": [47, 57]}], "rel": [{"relation": "positive", "head": {"text": "belly dancing show", "span": [23, 41]}, "tail": {"text": "captivated", "span": [47, 57]}}], "event": []}, "text": "We were drawn into the belly dancing show that captivated the crowd .", "bg": ""}
+{"id": "seed2.10shot.train.4", "instruction": "Can you find the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "meal", "span": [111, 115]}, {"type": "aspect", "text": "restaurant", "span": [4, 14]}, {"type": "opinion", "text": "enjoy", "span": [97, 102]}, {"type": "opinion", "text": "great", "span": [105, 110]}, {"type": "opinion", "text": "noisy", "span": [24, 29]}], "rel": [{"relation": "positive", "head": {"text": "meal", "span": [111, 115]}, "tail": {"text": "enjoy", "span": [97, 102]}}, {"relation": "positive", "head": {"text": "meal", "span": [111, 115]}, "tail": {"text": "great", "span": [105, 110]}}, {"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "noisy", "span": [24, 29]}}], "event": []}, "text": "The restaurant is a bit noisy but that is something that can be overlooked once you sit down and enjoy a great meal", "bg": ""}
+{"id": "seed2.10shot.train.5", "instruction": "Please identify the pair of entities referenced in the text and describe their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "east village pizza", "span": [35, 53]}, {"type": "aspect", "text": "margherita pizza", "span": [7, 23]}, {"type": "opinion", "text": "love", "span": [2, 6]}, {"type": "opinion", "text": "looove", "span": [28, 34]}], "rel": [{"relation": "positive", "head": {"text": "east village pizza", "span": [35, 53]}, "tail": {"text": "love", "span": [2, 6]}}, {"relation": "positive", "head": {"text": "margherita pizza", "span": [7, 23]}, "tail": {"text": "looove", "span": [28, 34]}}], "event": []}, "text": "i love margherita pizza – i looove east village pizza", "bg": ""}
+{"id": "seed2.10shot.train.6", "instruction": "Can you recognize the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "modern Japanese brasserie", "span": [32, 57]}, {"type": "opinion", "text": "favorite", "span": [23, 31]}, {"type": "opinion", "text": "romantic", "span": [125, 133]}], "rel": [{"relation": "positive", "head": {"text": "modern Japanese brasserie", "span": [32, 57]}, "tail": {"text": "favorite", "span": [23, 31]}}, {"relation": "positive", "head": {"text": "modern Japanese brasserie", "span": [32, 57]}, "tail": {"text": "romantic", "span": [125, 133]}}], "event": []}, "text": "This is undoubtedly my favorite modern Japanese brasserie ( that don ’ t serve sushi ) , and in my opinion , one of the most romantic restaurants in the city !", "bg": ""}
+{"id": "seed2.10shot.train.7", "instruction": "Can you recognize the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "martini", "span": [32, 39]}, {"type": "aspect", "text": "Vanilla Shanty", "span": [111, 125]}, {"type": "aspect", "text": "setting", "span": [154, 161]}, {"type": "aspect", "text": "music", "span": [173, 178]}, {"type": "opinion", "text": "delish", "span": [25, 31]}, {"type": "opinion", "text": "recommend", "span": [97, 106]}, {"type": "opinion", "text": "homey", "span": [148, 153]}, {"type": "opinion", "text": "great", "span": [167, 172]}], "rel": [{"relation": "positive", "head": {"text": "martini", "span": [32, 39]}, "tail": {"text": "delish", "span": [25, 31]}}, {"relation": "positive", "head": {"text": "Vanilla Shanty", "span": [111, 125]}, "tail": {"text": "recommend", "span": [97, 106]}}, {"relation": "positive", "head": {"text": "setting", "span": [154, 161]}, "tail": {"text": "homey", "span": [148, 153]}}, {"relation": "positive", "head": {"text": "music", "span": [173, 178]}, "tail": {"text": "great", "span": [167, 172]}}], "event": []}, "text": "You can get a completely delish martini in a glass ( that 's about 2 1/2 drinks ) for $ 8.50 ( I recommend the Vanilla Shanty , mmmm ! ) in a great homey setting with great music .", "bg": ""}
+{"id": "seed2.10shot.train.8", "instruction": "Kindly pinpoint the two entities mentioned in the text and ascertain their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "toppings", "span": [6, 14]}, {"type": "opinion", "text": "great", "span": [0, 5]}], "rel": [{"relation": "positive", "head": {"text": "toppings", "span": [6, 14]}, "tail": {"text": "great", "span": [0, 5]}}], "event": []}, "text": "great toppings definitely a place you need to check out for late night munchies or a mid day boost !", "bg": ""}
+{"id": "seed2.10shot.train.9", "instruction": "Find the two entities mentioned in the text and determine the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "banana chocolate dessert", "span": [22, 46]}, {"type": "aspect", "text": "green tea tempura", "span": [68, 85]}, {"type": "opinion", "text": "delicious", "span": [12, 21]}, {"type": "opinion", "text": "great", "span": [62, 67]}], "rel": [{"relation": "positive", "head": {"text": "banana chocolate dessert", "span": [22, 46]}, "tail": {"text": "delicious", "span": [12, 21]}}, {"relation": "positive", "head": {"text": "green tea tempura", "span": [68, 85]}, "tail": {"text": "great", "span": [62, 67]}}], "event": []}, "text": "They have a delicious banana chocolate dessert , as well as a great green tea tempura .", "bg": ""}
+{"id": "seed2.10shot.train.10", "instruction": "Can you recognize the two entities described in the text and specify their connection?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "kimchee", "span": [193, 200]}, {"type": "aspect", "text": "Korean fair", "span": [88, 99]}, {"type": "opinion", "text": "disgusting", "span": [268, 278]}, {"type": "opinion", "text": "mediocre", "span": [41, 49]}], "rel": [{"relation": "negative", "head": {"text": "kimchee", "span": [193, 200]}, "tail": {"text": "disgusting", "span": [268, 278]}}, {"relation": "negative", "head": {"text": "Korean fair", "span": [88, 99]}, "tail": {"text": "mediocre", "span": [41, 49]}}], "event": []}, "text": "However , once I received my predictably mediocre order of what Dokebi thinks passes as Korean fair , ( sometimes you have to settle when it 's your only option ) , I got through about half my kimchee before I found a piece of random lettuce accompanied by a far more disgusting , slimy , clearly bad piece of fish skin .", "bg": ""}
+{"id": "seed2.10shot.train.11", "instruction": "Find the two entities referenced in the text and determine how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "decor", "span": [4, 9]}, {"type": "aspect", "text": "eggplant", "span": [111, 119]}, {"type": "opinion", "text": "distraction", "span": [34, 45]}, {"type": "opinion", "text": "cold", "span": [106, 110]}], "rel": [{"relation": "neutral", "head": {"text": "decor", "span": [4, 9]}, "tail": {"text": "distraction", "span": [34, 45]}}, {"relation": "negative", "head": {"text": "eggplant", "span": [111, 119]}, "tail": {"text": "cold", "span": [106, 110]}}], "event": []}, "text": "The decor however seems to be the distraction so you wo n't notice that you just payed 300 bucks for some cold eggplant that took 2 FRICKIN HOURS TO COME ! ! ! !", "bg": ""}
+{"id": "seed2.10shot.train.12", "instruction": "Can you determine the pair of entities referenced in the text and specify their association?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [34, 44]}, {"type": "opinion", "text": "disappointed", "span": [11, 23]}], "rel": [{"relation": "negative", "head": {"text": "restaurant", "span": [34, 44]}, "tail": {"text": "disappointed", "span": [11, 23]}}], "event": []}, "text": "I was very disappointed with this restaurant .", "bg": ""}
+{"id": "seed2.10shot.train.13", "instruction": "Determine the two entities mentioned in the text and establish the relationship between them.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "meal", "span": [142, 146]}, {"type": "opinion", "text": "disgusted", "span": [73, 82]}], "rel": [{"relation": "negative", "head": {"text": "meal", "span": [142, 146]}, "tail": {"text": "disgusted", "span": [73, 82]}}], "event": []}, "text": "My girlfriend , being slightly more aggressive , and having been equally disgusted causing her to throw out the remainder of her barely eaten meal , called back only to be informed that I was probably wrong and that it was most likely an oyster , and that we were also blacklisted from their restaurant .", "bg": ""}
+{"id": "seed2.10shot.train.14", "instruction": "Please determine the two entities described in the text and establish the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "meals", "span": [43, 48]}, {"type": "opinion", "text": "good", "span": [21, 25]}], "rel": [{"relation": "negative", "head": {"text": "meals", "span": [43, 48]}, "tail": {"text": "good", "span": [21, 25]}}], "event": []}, "text": "Everything was going good until we got our meals .", "bg": ""}
+{"id": "seed2.10shot.train.15", "instruction": "Would you be able to determine the two entities mentioned in the text and specify the type of association they share?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "fish", "span": [4, 8]}, {"type": "aspect", "text": "rice", "span": [31, 35]}, {"type": "opinion", "text": "not fresh", "span": [13, 22]}, {"type": "opinion", "text": "old", "span": [43, 46]}, {"type": "opinion", "text": "stale", "span": [51, 56]}], "rel": [{"relation": "negative", "head": {"text": "fish", "span": [4, 8]}, "tail": {"text": "not fresh", "span": [13, 22]}}, {"relation": "negative", "head": {"text": "rice", "span": [31, 35]}, "tail": {"text": "old", "span": [43, 46]}}, {"relation": "negative", "head": {"text": "rice", "span": [31, 35]}, "tail": {"text": "stale", "span": [51, 56]}}], "event": []}, "text": "The fish was not fresh and the rice tasted old and stale .", "bg": ""}
+{"id": "seed2.10shot.train.16", "instruction": "Can you determine the pair of entities referenced in the text and specify their association?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [212, 216]}, {"type": "opinion", "text": "good", "span": [207, 211]}], "rel": [{"relation": "negative", "head": {"text": "food", "span": [212, 216]}, "tail": {"text": "good", "span": [207, 211]}}], "event": []}, "text": "By the time we left our wallets were empy and so were our stomachs AND we missed the show we were supposed to see following our dinner , which would have been acceptable if we got to enjoy the experience of good food and belly dancers !", "bg": ""}
+{"id": "seed2.10shot.train.17", "instruction": "From the given text, identify the two entities that are linked and specify their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "mediocre", "span": [18, 26]}], "rel": [{"relation": "negative", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "mediocre", "span": [18, 26]}}], "event": []}, "text": "The food here was mediocre at best .", "bg": ""}
+{"id": "seed2.10shot.train.18", "instruction": "Can you determine the pair of entities referenced in the text and specify their association?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "bagels", "span": [6, 12]}, {"type": "opinion", "text": "fine", "span": [17, 21]}, {"type": "opinion", "text": "overcooked", "span": [46, 56]}], "rel": [{"relation": "negative", "head": {"text": "bagels", "span": [6, 12]}, "tail": {"text": "fine", "span": [17, 21]}}, {"relation": "negative", "head": {"text": "bagels", "span": [6, 12]}, "tail": {"text": "overcooked", "span": [46, 56]}}], "event": []}, "text": "Their bagels are fine , but they are a little overcooked , and not really a 'special ' bagel experience .", "bg": ""}
+{"id": "seed2.10shot.train.19", "instruction": "Can you find the two entities referenced in the text and determine the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [20, 30]}, {"type": "opinion", "text": "abused", "span": [51, 57]}], "rel": [{"relation": "negative", "head": {"text": "restaurant", "span": [20, 30]}, "tail": {"text": "abused", "span": [51, 57]}}], "event": []}, "text": "I have never left a restaurant feeling as if i was abused , and wasted my hard earned money .", "bg": ""}
+{"id": "seed2.10shot.train.20", "instruction": "Would you be able to pinpoint the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [15, 22]}, {"type": "opinion", "text": "varies", "span": [23, 29]}], "rel": [{"relation": "neutral", "head": {"text": "Service", "span": [15, 22]}, "tail": {"text": "varies", "span": [23, 29]}}], "event": []}, "text": "To sum it up : Service varies from good to mediorce , depending on which waiter you get ; generally it is just average Ok .", "bg": ""}
+{"id": "seed2.10shot.train.21", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Amma", "span": [0, 4]}, {"type": "opinion", "text": "nothing special", "span": [8, 23]}], "rel": [{"relation": "neutral", "head": {"text": "Amma", "span": [0, 4]}, "tail": {"text": "nothing special", "span": [8, 23]}}], "event": []}, "text": "Amma is nothing special .", "bg": ""}
+{"id": "seed2.10shot.train.22", "instruction": "From the given text, can you identify the two entities and describe the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [105, 109]}, {"type": "aspect", "text": "lemon salad", "span": [26, 37]}, {"type": "opinion", "text": "decent", "span": [119, 125]}, {"type": "opinion", "text": "not great", "span": [128, 137]}, {"type": "opinion", "text": "exception", "span": [9, 18]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [105, 109]}, "tail": {"text": "decent", "span": [119, 125]}}, {"relation": "neutral", "head": {"text": "food", "span": [105, 109]}, "tail": {"text": "not great", "span": [128, 137]}}, {"relation": "negative", "head": {"text": "lemon salad", "span": [26, 37]}, "tail": {"text": "exception", "span": [9, 18]}}], "event": []}, "text": "With the exception of our lemon salad that had so much pepper on it that our eyes started watering , the food here was decent , not great .", "bg": ""}
+{"id": "seed2.10shot.train.23", "instruction": "Could you find the two entities referenced in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Rao", "span": [0, 3]}, {"type": "opinion", "text": "good", "span": [9, 13]}], "rel": [{"relation": "neutral", "head": {"text": "Rao", "span": [0, 3]}, "tail": {"text": "good", "span": [9, 13]}}], "event": []}, "text": "Rao is a good restaurant , but it 's nothing special .", "bg": ""}
+{"id": "seed2.10shot.train.24", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Vanison", "span": [0, 7]}, {"type": "opinion", "text": "good", "span": [12, 16]}, {"type": "opinion", "text": "not amazing", "span": [21, 32]}], "rel": [{"relation": "neutral", "head": {"text": "Vanison", "span": [0, 7]}, "tail": {"text": "good", "span": [12, 16]}}, {"relation": "neutral", "head": {"text": "Vanison", "span": [0, 7]}, "tail": {"text": "not amazing", "span": [21, 32]}}], "event": []}, "text": "Vanison was good but not amazing .", "bg": ""}
+{"id": "seed2.10shot.train.25", "instruction": "Please identify the two entities referenced in the text and determine the nature of their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "location", "span": [4, 12]}, {"type": "aspect", "text": "ambience", "span": [17, 25]}, {"type": "opinion", "text": "Ok", "span": [29, 31]}], "rel": [{"relation": "neutral", "head": {"text": "location", "span": [4, 12]}, "tail": {"text": "Ok", "span": [29, 31]}}, {"relation": "neutral", "head": {"text": "ambience", "span": [17, 25]}, "tail": {"text": "Ok", "span": [29, 31]}}], "event": []}, "text": "The location and ambience is Ok but the food is what makes up for it .", "bg": ""}
+{"id": "seed2.10shot.train.26", "instruction": "From the given text, can you identify the two entities and describe the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "decor", "span": [4, 9]}, {"type": "aspect", "text": "eggplant", "span": [111, 119]}, {"type": "opinion", "text": "distraction", "span": [34, 45]}, {"type": "opinion", "text": "cold", "span": [106, 110]}], "rel": [{"relation": "neutral", "head": {"text": "decor", "span": [4, 9]}, "tail": {"text": "distraction", "span": [34, 45]}}, {"relation": "negative", "head": {"text": "eggplant", "span": [111, 119]}, "tail": {"text": "cold", "span": [106, 110]}}], "event": []}, "text": "The decor however seems to be the distraction so you wo n't notice that you just payed 300 bucks for some cold eggplant that took 2 FRICKIN HOURS TO COME ! ! ! !", "bg": ""}
+{"id": "seed2.10shot.train.27", "instruction": "Could you find the two entities referenced in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Food", "span": [0, 4]}, {"type": "opinion", "text": "okay", "span": [9, 13]}, {"type": "opinion", "text": "nothing great", "span": [16, 29]}], "rel": [{"relation": "neutral", "head": {"text": "Food", "span": [0, 4]}, "tail": {"text": "okay", "span": [9, 13]}}, {"relation": "neutral", "head": {"text": "Food", "span": [0, 4]}, "tail": {"text": "nothing great", "span": [16, 29]}}], "event": []}, "text": "Food was okay , nothing great .", "bg": ""}
+{"id": "seed2.10shot.train.28", "instruction": "Please determine the two entities described in the text and establish the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "waitress", "span": [4, 12]}, {"type": "opinion", "text": "was n't mean", "span": [13, 25]}, {"type": "opinion", "text": "not especially warm or attentive", "span": [32, 64]}], "rel": [{"relation": "neutral", "head": {"text": "waitress", "span": [4, 12]}, "tail": {"text": "was n't mean", "span": [13, 25]}}, {"relation": "neutral", "head": {"text": "waitress", "span": [4, 12]}, "tail": {"text": "not especially warm or attentive", "span": [32, 64]}}], "event": []}, "text": "Our waitress was n't mean , but not especially warm or attentive either .", "bg": ""}
+{"id": "seed2.10shot.train.29", "instruction": "Please determine the two entities described in the text and establish the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "ok", "span": [13, 15]}, {"type": "opinion", "text": "fair", "span": [20, 24]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "ok", "span": [13, 15]}}, {"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "fair", "span": [20, 24]}}], "event": []}, "text": "The food was ok and fair nothing to go crazy .", "bg": ""}

fewshot/absa/16res/seed2/1shot/train.jsonl

@@ -0,0 +1,3 @@
+{"id": "seed2.1shot.train.0", "instruction": "Could you identify the two entities described in the text and specify their link?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Myagi", "span": [0, 5]}, {"type": "opinion", "text": "favorite", "span": [19, 27]}], "rel": [{"relation": "positive", "head": {"text": "Myagi", "span": [0, 5]}, "tail": {"text": "favorite", "span": [19, 27]}}], "event": []}, "text": "Myagi is one of my favorite restaurants in the City ; the place the negative reviews describe sound like they were somewhere else .", "bg": ""}
+{"id": "seed2.1shot.train.1", "instruction": "Can you determine the pair of entities referenced in the text and specify their association?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [5, 10]}, {"type": "aspect", "text": "food", "span": [37, 41]}, {"type": "opinion", "text": "pricey", "span": [14, 20]}, {"type": "opinion", "text": "worth", "span": [45, 50]}], "rel": [{"relation": "negative", "head": {"text": "place", "span": [5, 10]}, "tail": {"text": "pricey", "span": [14, 20]}}, {"relation": "positive", "head": {"text": "food", "span": [37, 41]}, "tail": {"text": "worth", "span": [45, 50]}}], "event": []}, "text": "This place is pricey , and yes , the food is worth it ; but the service makes you feel like you should be paying a quater of the price .", "bg": ""}
+{"id": "seed2.1shot.train.2", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "dim sum", "span": [83, 90]}, {"type": "opinion", "text": "good", "span": [103, 107]}, {"type": "opinion", "text": "not outstanding", "span": [112, 127]}], "rel": [{"relation": "neutral", "head": {"text": "dim sum", "span": [83, 90]}, "tail": {"text": "good", "span": [103, 107]}}, {"relation": "neutral", "head": {"text": "dim sum", "span": [83, 90]}, "tail": {"text": "not outstanding", "span": [112, 127]}}], "event": []}, "text": "My friends settled for rice dishes , but we came back the following day to try the dim sum , which was good ... not outstanding , but good .", "bg": ""}

fewshot/absa/16res/seed2/5shot/train.jsonl

@@ -0,0 +1,15 @@
+{"id": "seed2.5shot.train.0", "instruction": "Could you find the two entities referenced in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Myagi", "span": [0, 5]}, {"type": "opinion", "text": "favorite", "span": [19, 27]}], "rel": [{"relation": "positive", "head": {"text": "Myagi", "span": [0, 5]}, "tail": {"text": "favorite", "span": [19, 27]}}], "event": []}, "text": "Myagi is one of my favorite restaurants in the City ; the place the negative reviews describe sound like they were somewhere else .", "bg": ""}
+{"id": "seed2.5shot.train.1", "instruction": "Please identify the pair of entities referenced in the text and describe their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [0, 7]}, {"type": "aspect", "text": "people", "span": [27, 33]}, {"type": "opinion", "text": "slow", "span": [12, 16]}, {"type": "opinion", "text": "friendly", "span": [39, 47]}], "rel": [{"relation": "negative", "head": {"text": "Service", "span": [0, 7]}, "tail": {"text": "slow", "span": [12, 16]}}, {"relation": "positive", "head": {"text": "people", "span": [27, 33]}, "tail": {"text": "friendly", "span": [39, 47]}}], "event": []}, "text": "Service was slow , but the people were friendly .", "bg": ""}
+{"id": "seed2.5shot.train.2", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "crust", "span": [4, 9]}, {"type": "aspect", "text": "staff", "span": [54, 59]}, {"type": "aspect", "text": "ingredients", "span": [24, 35]}, {"type": "opinion", "text": "thin", "span": [13, 17]}, {"type": "opinion", "text": "friendly", "span": [63, 71]}, {"type": "opinion", "text": "fresh", "span": [40, 45]}], "rel": [{"relation": "positive", "head": {"text": "crust", "span": [4, 9]}, "tail": {"text": "thin", "span": [13, 17]}}, {"relation": "positive", "head": {"text": "staff", "span": [54, 59]}, "tail": {"text": "friendly", "span": [63, 71]}}, {"relation": "positive", "head": {"text": "ingredients", "span": [24, 35]}, "tail": {"text": "fresh", "span": [40, 45]}}], "event": []}, "text": "The crust is thin , the ingredients are fresh and the staff is friendly .", "bg": ""}
+{"id": "seed2.5shot.train.3", "instruction": "Pinpoint the two entities referenced in the text and determine how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "belly dancing show", "span": [23, 41]}, {"type": "opinion", "text": "captivated", "span": [47, 57]}], "rel": [{"relation": "positive", "head": {"text": "belly dancing show", "span": [23, 41]}, "tail": {"text": "captivated", "span": [47, 57]}}], "event": []}, "text": "We were drawn into the belly dancing show that captivated the crowd .", "bg": ""}
+{"id": "seed2.5shot.train.4", "instruction": "Kindly pinpoint the two entities mentioned in the text and ascertain their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "meal", "span": [111, 115]}, {"type": "aspect", "text": "restaurant", "span": [4, 14]}, {"type": "opinion", "text": "enjoy", "span": [97, 102]}, {"type": "opinion", "text": "great", "span": [105, 110]}, {"type": "opinion", "text": "noisy", "span": [24, 29]}], "rel": [{"relation": "positive", "head": {"text": "meal", "span": [111, 115]}, "tail": {"text": "enjoy", "span": [97, 102]}}, {"relation": "positive", "head": {"text": "meal", "span": [111, 115]}, "tail": {"text": "great", "span": [105, 110]}}, {"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "noisy", "span": [24, 29]}}], "event": []}, "text": "The restaurant is a bit noisy but that is something that can be overlooked once you sit down and enjoy a great meal", "bg": ""}
+{"id": "seed2.5shot.train.5", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "staff", "span": [8, 13]}, {"type": "opinion", "text": "horrible", "span": [21, 29]}], "rel": [{"relation": "negative", "head": {"text": "staff", "span": [8, 13]}, "tail": {"text": "horrible", "span": [21, 29]}}], "event": []}, "text": "But the staff was so horrible to us .", "bg": ""}
+{"id": "seed2.5shot.train.6", "instruction": "Please identify the pair of entities referenced in the text and describe their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "stuff tilapia", "span": [4, 17]}, {"type": "opinion", "text": "horrid", "span": [22, 28]}], "rel": [{"relation": "negative", "head": {"text": "stuff tilapia", "span": [4, 17]}, "tail": {"text": "horrid", "span": [22, 28]}}], "event": []}, "text": "The stuff tilapia was horrid ... tasted like cardboard .", "bg": ""}
+{"id": "seed2.5shot.train.7", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "server", "span": [12, 18]}, {"type": "aspect", "text": "appetizer", "span": [93, 102]}, {"type": "opinion", "text": "enhanced", "span": [19, 27]}, {"type": "opinion", "text": "delicious", "span": [115, 124]}], "rel": [{"relation": "negative", "head": {"text": "server", "span": [12, 18]}, "tail": {"text": "enhanced", "span": [19, 27]}}, {"relation": "positive", "head": {"text": "appetizer", "span": [93, 102]}, "tail": {"text": "delicious", "span": [115, 124]}}], "event": []}, "text": "A different server enhanced the fun , dumping our entrees in front of us halfway through our appetizer ( which was delicious ) .", "bg": ""}
+{"id": "seed2.5shot.train.8", "instruction": "Can you determine the pair of entities referenced in the text and specify their association?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "waiters", "span": [59, 66]}, {"type": "aspect", "text": "front of house staff", "span": [28, 48]}, {"type": "aspect", "text": "fish dishes", "span": [193, 204]}, {"type": "opinion", "text": "fantastic", "span": [78, 87]}, {"type": "opinion", "text": "hideous", "span": [142, 149]}, {"type": "opinion", "text": "exceptional", "span": [181, 192]}], "rel": [{"relation": "positive", "head": {"text": "waiters", "span": [59, 66]}, "tail": {"text": "fantastic", "span": [78, 87]}}, {"relation": "negative", "head": {"text": "front of house staff", "span": [28, 48]}, "tail": {"text": "hideous", "span": [142, 149]}}, {"relation": "positive", "head": {"text": "fish dishes", "span": [193, 204]}, "tail": {"text": "exceptional", "span": [181, 192]}}], "event": []}, "text": "Each time we 've been , the front of house staff ( not the waiters - they 're fantastic - but the people who greet and seat you ) has been so hideous to us that were it not for the exceptional fish dishes I would never return .", "bg": ""}
+{"id": "seed2.5shot.train.9", "instruction": "From the provided text, identify the two entities and establish the type of relationship they share.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [0, 7]}, {"type": "opinion", "text": "ok", "span": [17, 19]}], "rel": [{"relation": "negative", "head": {"text": "Service", "span": [0, 7]}, "tail": {"text": "ok", "span": [17, 19]}}], "event": []}, "text": "Service was just ok , it is not what you 'd expect for $ 500 .", "bg": ""}
+{"id": "seed2.5shot.train.10", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "frozen black sesame mousse", "span": [28, 54]}, {"type": "aspect", "text": "matcha ( powdered green tea ) and blueberry cheesecake", "span": [97, 151]}, {"type": "opinion", "text": "interesting", "span": [57, 68]}, {"type": "opinion", "text": "extraordinary", "span": [77, 90]}, {"type": "opinion", "text": "phenomenal", "span": [164, 174]}], "rel": [{"relation": "neutral", "head": {"text": "frozen black sesame mousse", "span": [28, 54]}, "tail": {"text": "interesting", "span": [57, 68]}}, {"relation": "neutral", "head": {"text": "frozen black sesame mousse", "span": [28, 54]}, "tail": {"text": "extraordinary", "span": [77, 90]}}, {"relation": "positive", "head": {"text": "matcha ( powdered green tea ) and blueberry cheesecake", "span": [97, 151]}, "tail": {"text": "phenomenal", "span": [164, 174]}}], "event": []}, "text": "For desserts , we tried the frozen black sesame mousse ( interesting but not extraordinary ) and matcha ( powdered green tea ) and blueberry cheesecake , which was phenomenal .", "bg": ""}
+{"id": "seed2.5shot.train.11", "instruction": "From the given text, can you identify the two entities and describe the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "slice of NYC pizza", "span": [17, 35]}, {"type": "opinion", "text": "quintessential", "span": [2, 16]}], "rel": [{"relation": "neutral", "head": {"text": "slice of NYC pizza", "span": [17, 35]}, "tail": {"text": "quintessential", "span": [2, 16]}}], "event": []}, "text": "A quintessential slice of NYC pizza .", "bg": ""}
+{"id": "seed2.5shot.train.12", "instruction": "Please recognize the two entities mentioned in the text and establish the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "dim sum", "span": [83, 90]}, {"type": "opinion", "text": "good", "span": [103, 107]}, {"type": "opinion", "text": "not outstanding", "span": [112, 127]}], "rel": [{"relation": "neutral", "head": {"text": "dim sum", "span": [83, 90]}, "tail": {"text": "good", "span": [103, 107]}}, {"relation": "neutral", "head": {"text": "dim sum", "span": [83, 90]}, "tail": {"text": "not outstanding", "span": [112, 127]}}], "event": []}, "text": "My friends settled for rice dishes , but we came back the following day to try the dim sum , which was good ... not outstanding , but good .", "bg": ""}
+{"id": "seed2.5shot.train.13", "instruction": "Can you pinpoint the two entities mentioned in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "ok", "span": [13, 15]}, {"type": "opinion", "text": "fair", "span": [20, 24]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "ok", "span": [13, 15]}}, {"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "fair", "span": [20, 24]}}], "event": []}, "text": "The food was ok and fair nothing to go crazy .", "bg": ""}
+{"id": "seed2.5shot.train.14", "instruction": "Please recognize the two entities mentioned in the text and establish the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Vanison", "span": [0, 7]}, {"type": "opinion", "text": "good", "span": [12, 16]}, {"type": "opinion", "text": "not amazing", "span": [21, 32]}], "rel": [{"relation": "neutral", "head": {"text": "Vanison", "span": [0, 7]}, "tail": {"text": "good", "span": [12, 16]}}, {"relation": "neutral", "head": {"text": "Vanison", "span": [0, 7]}, "tail": {"text": "not amazing", "span": [21, 32]}}], "event": []}, "text": "Vanison was good but not amazing .", "bg": ""}

fewshot/absa/16res/seed3/10shot/train.jsonl

@@ -0,0 +1,30 @@
+{"id": "seed3.10shot.train.0", "instruction": "From the provided text, identify the two entities and establish the type of relationship they share.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [19, 23]}, {"type": "opinion", "text": "excellent", "span": [27, 36]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [19, 23]}, "tail": {"text": "excellent", "span": [27, 36]}}], "event": []}, "text": "Most importantly , food is excellent .", "bg": ""}
+{"id": "seed3.10shot.train.1", "instruction": "Could you please recognize which two entities are being referred to in the given text and determine the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "server", "span": [4, 10]}, {"type": "opinion", "text": "helpful", "span": [20, 27]}, {"type": "opinion", "text": "friendly", "span": [32, 40]}], "rel": [{"relation": "positive", "head": {"text": "server", "span": [4, 10]}, "tail": {"text": "helpful", "span": [20, 27]}}, {"relation": "positive", "head": {"text": "server", "span": [4, 10]}, "tail": {"text": "friendly", "span": [32, 40]}}], "event": []}, "text": "Our server was very helpful and friendly .", "bg": ""}
+{"id": "seed3.10shot.train.2", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [4, 11]}, {"type": "opinion", "text": "impeccable", "span": [16, 26]}, {"type": "opinion", "text": "unobtrusive", "span": [31, 42]}], "rel": [{"relation": "positive", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "impeccable", "span": [16, 26]}}, {"relation": "positive", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "unobtrusive", "span": [31, 42]}}], "event": []}, "text": "The service was impeccable and unobtrusive -- the staff knows what they are there to do -- to know their menu , present your meal , and attend to your needs .", "bg": ""}
+{"id": "seed3.10shot.train.3", "instruction": "Would you be able to determine the two entities described in the text and establish the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "svc", "span": [4, 7]}, {"type": "aspect", "text": "restaurant", "span": [81, 91]}, {"type": "opinion", "text": "rude", "span": [21, 25]}, {"type": "opinion", "text": "must", "span": [97, 101]}], "rel": [{"relation": "negative", "head": {"text": "svc", "span": [4, 7]}, "tail": {"text": "rude", "span": [21, 25]}}, {"relation": "positive", "head": {"text": "restaurant", "span": [81, 91]}, "tail": {"text": "must", "span": [97, 101]}}], "event": []}, "text": "The svc can be a bit rude at times , esp if you have big group , but overall the restaurant is a must !", "bg": ""}
+{"id": "seed3.10shot.train.4", "instruction": "Can you determine the two entities referenced in the text and explain how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [34, 38]}, {"type": "aspect", "text": "gyro meat", "span": [128, 137]}, {"type": "aspect", "text": "sausages", "span": [142, 150]}, {"type": "aspect", "text": "ingredients", "span": [187, 198]}, {"type": "opinion", "text": "shine", "span": [21, 26]}, {"type": "opinion", "text": "in-house", "span": [108, 116]}, {"type": "opinion", "text": "higher quality", "span": [172, 186]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [34, 38]}, "tail": {"text": "shine", "span": [21, 26]}}, {"relation": "positive", "head": {"text": "gyro meat", "span": [128, 137]}, "tail": {"text": "in-house", "span": [108, 116]}}, {"relation": "positive", "head": {"text": "sausages", "span": [142, 150]}, "tail": {"text": "in-house", "span": [108, 116]}}, {"relation": "positive", "head": {"text": "ingredients", "span": [187, 198]}, "tail": {"text": "higher quality", "span": [172, 186]}}], "event": []}, "text": "What really makes it shine is the food , which is aggressively seasoned with Cyrpriot spices , and all made in-house ( even the gyro meat and sausages ) , and made of much higher quality ingredients that might otherwise be expected .", "bg": ""}
+{"id": "seed3.10shot.train.5", "instruction": "Can you identify the corresponding two entities and their relationship from the given text?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [48, 55]}, {"type": "aspect", "text": "decor", "span": [75, 80]}, {"type": "opinion", "text": "excellent", "span": [59, 68]}, {"type": "opinion", "text": "cool", "span": [81, 85]}, {"type": "opinion", "text": "understated", "span": [90, 101]}], "rel": [{"relation": "positive", "head": {"text": "service", "span": [48, 55]}, "tail": {"text": "excellent", "span": [59, 68]}}, {"relation": "positive", "head": {"text": "decor", "span": [75, 80]}, "tail": {"text": "cool", "span": [81, 85]}}, {"relation": "positive", "head": {"text": "decor", "span": [75, 80]}, "tail": {"text": "understated", "span": [90, 101]}}], "event": []}, "text": "Everything is always cooked to perfection , the service is excellent , the decor cool and understated .", "bg": ""}
+{"id": "seed3.10shot.train.6", "instruction": "Please recognize the two entities described in the text and explain their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [4, 11]}, {"type": "opinion", "text": "attentive", "span": [16, 25]}, {"type": "opinion", "text": "discreet", "span": [32, 40]}], "rel": [{"relation": "positive", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "attentive", "span": [16, 25]}}, {"relation": "positive", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "discreet", "span": [32, 40]}}], "event": []}, "text": "The service was attentive , yet discreet .", "bg": ""}
+{"id": "seed3.10shot.train.7", "instruction": "Please recognize the two entities mentioned in the text and describe their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "candle-light", "span": [50, 62]}, {"type": "aspect", "text": "food", "span": [65, 69]}, {"type": "aspect", "text": "service", "span": [82, 89]}, {"type": "aspect", "text": "tables", "span": [13, 19]}, {"type": "opinion", "text": "overcompensate", "span": [90, 104]}, {"type": "opinion", "text": "closely situated", "span": [27, 43]}], "rel": [{"relation": "positive", "head": {"text": "candle-light", "span": [50, 62]}, "tail": {"text": "overcompensate", "span": [90, 104]}}, {"relation": "positive", "head": {"text": "food", "span": [65, 69]}, "tail": {"text": "overcompensate", "span": [90, 104]}}, {"relation": "positive", "head": {"text": "service", "span": [82, 89]}, "tail": {"text": "overcompensate", "span": [90, 104]}}, {"relation": "negative", "head": {"text": "tables", "span": [13, 19]}, "tail": {"text": "closely situated", "span": [27, 43]}}], "event": []}, "text": "Although the tables may be closely situated , the candle-light , food quality and service overcompensate .", "bg": ""}
+{"id": "seed3.10shot.train.8", "instruction": "Please recognize which two entities are being referred to in the given text and determine the nature of their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "marinara/arrabiatta sauce", "span": [20, 45]}, {"type": "aspect", "text": "mozzarella en Carozza", "span": [52, 73]}, {"type": "opinion", "text": "try", "span": [12, 15]}, {"type": "opinion", "text": "delicious", "span": [112, 121]}], "rel": [{"relation": "positive", "head": {"text": "marinara/arrabiatta sauce", "span": [20, 45]}, "tail": {"text": "try", "span": [12, 15]}}, {"relation": "positive", "head": {"text": "marinara/arrabiatta sauce", "span": [20, 45]}, "tail": {"text": "delicious", "span": [112, 121]}}, {"relation": "positive", "head": {"text": "mozzarella en Carozza", "span": [52, 73]}, "tail": {"text": "delicious", "span": [112, 121]}}], "event": []}, "text": "If you go , try the marinara/arrabiatta sauce , the mozzarella en Carozza is mmmmmmmm ... .. everything is just delicious .", "bg": ""}
+{"id": "seed3.10shot.train.9", "instruction": "From the given text, identify the two entities and describe how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "great", "span": [13, 18]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "great", "span": [13, 18]}}], "event": []}, "text": "Our food was great too !", "bg": ""}
+{"id": "seed3.10shot.train.10", "instruction": "Find the two entities mentioned in the text and determine the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [91, 98]}, {"type": "aspect", "text": "food", "span": [117, 121]}, {"type": "opinion", "text": "disappointed", "span": [69, 81]}, {"type": "opinion", "text": "overated", "span": [126, 134]}, {"type": "opinion", "text": "pricey", "span": [146, 152]}], "rel": [{"relation": "negative", "head": {"text": "service", "span": [91, 98]}, "tail": {"text": "disappointed", "span": [69, 81]}}, {"relation": "negative", "head": {"text": "food", "span": [117, 121]}, "tail": {"text": "overated", "span": [126, 134]}}, {"relation": "negative", "head": {"text": "food", "span": [117, 121]}, "tail": {"text": "pricey", "span": [146, 152]}}], "event": []}, "text": "I am relatively new to the area and tried Pick a bgel on 2nd and was disappointed with the service and I thought the food was overated and on the pricey side .", "bg": ""}
+{"id": "seed3.10shot.train.11", "instruction": "From the given text, could you pinpoint the two entities that are linked and establish their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [23, 28]}, {"type": "opinion", "text": "impress", "span": [50, 57]}], "rel": [{"relation": "negative", "head": {"text": "place", "span": [23, 28]}, "tail": {"text": "impress", "span": [50, 57]}}], "event": []}, "text": "It 's definately not a place to go if you want to impress someone .", "bg": ""}
+{"id": "seed3.10shot.train.12", "instruction": "Please recognize the two entities mentioned in the text and describe their relationship.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [58, 62]}, {"type": "aspect", "text": "Teodora", "span": [147, 154]}, {"type": "opinion", "text": "above average", "span": [75, 88]}, {"type": "opinion", "text": "deficiencies", "span": [131, 143]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [58, 62]}, "tail": {"text": "above average", "span": [75, 88]}}, {"relation": "negative", "head": {"text": "Teodora", "span": [147, 154]}, "tail": {"text": "deficiencies", "span": [131, 143]}}], "event": []}, "text": "To be completely fair , the only redeeming factor was the food , which was above average , but could n't make up for all the other deficiencies of Teodora .", "bg": ""}
+{"id": "seed3.10shot.train.13", "instruction": "Can you determine the two entities referenced in the text and explain how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "all you can eat deal", "span": [30, 50]}, {"type": "opinion", "text": "limited", "span": [87, 94]}], "rel": [{"relation": "negative", "head": {"text": "all you can eat deal", "span": [30, 50]}, "tail": {"text": "limited", "span": [87, 94]}}], "event": []}, "text": "I have reservations about the all you can eat deal , however -- the choices are fairly limited and you can probably order more food than you can eat for less than $ 18 by just going off the menu .", "bg": ""}
+{"id": "seed3.10shot.train.14", "instruction": "Please identify the two entities referenced in the text and determine the nature of their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "bread", "span": [4, 9]}, {"type": "aspect", "text": "salad", "span": [26, 31]}, {"type": "opinion", "text": "stale", "span": [14, 19]}, {"type": "opinion", "text": "overpriced", "span": [36, 46]}, {"type": "opinion", "text": "empty", "span": [51, 56]}], "rel": [{"relation": "negative", "head": {"text": "bread", "span": [4, 9]}, "tail": {"text": "stale", "span": [14, 19]}}, {"relation": "negative", "head": {"text": "salad", "span": [26, 31]}, "tail": {"text": "overpriced", "span": [36, 46]}}, {"relation": "negative", "head": {"text": "salad", "span": [26, 31]}, "tail": {"text": "empty", "span": [51, 56]}}], "event": []}, "text": "The bread was stale , the salad was overpriced and empty .", "bg": ""}
+{"id": "seed3.10shot.train.15", "instruction": "Could you find the two entities referenced in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [16, 21]}, {"type": "aspect", "text": "food", "span": [45, 49]}, {"type": "opinion", "text": "not beautiful", "span": [25, 38]}, {"type": "opinion", "text": "speaks for itself", "span": [50, 67]}], "rel": [{"relation": "negative", "head": {"text": "place", "span": [16, 21]}, "tail": {"text": "not beautiful", "span": [25, 38]}}, {"relation": "positive", "head": {"text": "food", "span": [45, 49]}, "tail": {"text": "speaks for itself", "span": [50, 67]}}], "event": []}, "text": "Even though the place is not beautiful , the food speaks for itself .", "bg": ""}
+{"id": "seed3.10shot.train.16", "instruction": "Pinpoint the two entities mentioned in the text and determine the type of relationship they share.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "foods", "span": [74, 79]}, {"type": "opinion", "text": "unhappy", "span": [57, 64]}], "rel": [{"relation": "negative", "head": {"text": "foods", "span": [74, 79]}, "tail": {"text": "unhappy", "span": [57, 64]}}], "event": []}, "text": "We ate at this Thai place following the reviews but very unhappy with the foods .", "bg": ""}
+{"id": "seed3.10shot.train.17", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [4, 11]}, {"type": "opinion", "text": "awful", "span": [15, 20]}], "rel": [{"relation": "negative", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "awful", "span": [15, 20]}}], "event": []}, "text": "The service is awful .", "bg": ""}
+{"id": "seed3.10shot.train.18", "instruction": "Can you determine the two entities referenced in the text and explain how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [29, 34]}, {"type": "opinion", "text": "never recommend", "span": [8, 23]}], "rel": [{"relation": "negative", "head": {"text": "place", "span": [29, 34]}, "tail": {"text": "never recommend", "span": [8, 23]}}], "event": []}, "text": "I would never recommend this place to anybody even for a casual dinner .", "bg": ""}
+{"id": "seed3.10shot.train.19", "instruction": "Determine the two entities mentioned in the text and establish the relationship between them.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [20, 24]}, {"type": "aspect", "text": "service", "span": [33, 40]}, {"type": "aspect", "text": "good", "span": [64, 68]}, {"type": "opinion", "text": "bad", "span": [16, 19]}, {"type": "opinion", "text": "bad", "span": [29, 32]}, {"type": "opinion", "text": "good", "span": [59, 63]}], "rel": [{"relation": "negative", "head": {"text": "food", "span": [20, 24]}, "tail": {"text": "bad", "span": [16, 19]}}, {"relation": "negative", "head": {"text": "service", "span": [33, 40]}, "tail": {"text": "bad", "span": [29, 32]}}, {"relation": "positive", "head": {"text": "good", "span": [64, 68]}, "tail": {"text": "good", "span": [59, 63]}}], "event": []}, "text": "sometimes i get bad food and bad service , sometimes i get good good and bad service .", "bg": ""}
+{"id": "seed3.10shot.train.20", "instruction": "From the provided text, identify the two entities and establish the type of relationship they share.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "atmosphere", "span": [4, 14]}, {"type": "opinion", "text": "is n't the greatest", "span": [15, 34]}], "rel": [{"relation": "neutral", "head": {"text": "atmosphere", "span": [4, 14]}, "tail": {"text": "is n't the greatest", "span": [15, 34]}}], "event": []}, "text": "The atmosphere is n't the greatest , but I suppose that 's how they keep the prices down .", "bg": ""}
+{"id": "seed3.10shot.train.21", "instruction": "Please recognize the two entities described in the text and explain their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "meal", "span": [111, 115]}, {"type": "aspect", "text": "restaurant", "span": [4, 14]}, {"type": "opinion", "text": "enjoy", "span": [97, 102]}, {"type": "opinion", "text": "great", "span": [105, 110]}, {"type": "opinion", "text": "noisy", "span": [24, 29]}], "rel": [{"relation": "positive", "head": {"text": "meal", "span": [111, 115]}, "tail": {"text": "enjoy", "span": [97, 102]}}, {"relation": "positive", "head": {"text": "meal", "span": [111, 115]}, "tail": {"text": "great", "span": [105, 110]}}, {"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "noisy", "span": [24, 29]}}], "event": []}, "text": "The restaurant is a bit noisy but that is something that can be overlooked once you sit down and enjoy a great meal", "bg": ""}
+{"id": "seed3.10shot.train.22", "instruction": "Can you find the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "opinion", "text": "good", "span": [17, 21]}, {"type": "opinion", "text": "not outstanding", "span": [28, 43]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "good", "span": [17, 21]}}, {"relation": "neutral", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "not outstanding", "span": [28, 43]}}], "event": []}, "text": "The food is very good , but not outstanding .", "bg": ""}
+{"id": "seed3.10shot.train.23", "instruction": "Could you please recognize which two entities are being referred to in the given text and determine the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [4, 14]}, {"type": "opinion", "text": "cute", "span": [18, 22]}, {"type": "opinion", "text": "not upscale", "span": [27, 38]}], "rel": [{"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "cute", "span": [18, 22]}}, {"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "not upscale", "span": [27, 38]}}], "event": []}, "text": "The restaurant is cute but not upscale .", "bg": ""}
+{"id": "seed3.10shot.train.24", "instruction": "From the given text, can you identify the two entities and describe the nature of their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "environment", "span": [4, 15]}, {"type": "opinion", "text": "upscale", "span": [24, 31]}], "rel": [{"relation": "neutral", "head": {"text": "environment", "span": [4, 15]}, "tail": {"text": "upscale", "span": [24, 31]}}], "event": []}, "text": "The environment is very upscale and you will see a lot of rich guys with trophy wives or just highly paid escorts .", "bg": ""}
+{"id": "seed3.10shot.train.25", "instruction": "From the given text, identify the two entities that are linked and specify their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "cheeseburgers", "span": [38, 51]}, {"type": "opinion", "text": "huge", "span": [66, 70]}], "rel": [{"relation": "neutral", "head": {"text": "cheeseburgers", "span": [38, 51]}, "tail": {"text": "huge", "span": [66, 70]}}], "event": []}, "text": "My son and his girlfriend both wanted cheeseburgers and they were huge !", "bg": ""}
+{"id": "seed3.10shot.train.26", "instruction": "From the provided text, identify the two entities and explain how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Bagels", "span": [0, 6]}, {"type": "opinion", "text": "ok", "span": [11, 13]}], "rel": [{"relation": "neutral", "head": {"text": "Bagels", "span": [0, 6]}, "tail": {"text": "ok", "span": [11, 13]}}], "event": []}, "text": "Bagels are ok , but be sure not to make any special requests !", "bg": ""}
+{"id": "seed3.10shot.train.27", "instruction": "From the given text, identify the two entities that are linked and specify the type of relationship between them.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Amma", "span": [0, 4]}, {"type": "opinion", "text": "nothing special", "span": [8, 23]}], "rel": [{"relation": "neutral", "head": {"text": "Amma", "span": [0, 4]}, "tail": {"text": "nothing special", "span": [8, 23]}}], "event": []}, "text": "Amma is nothing special .", "bg": ""}
+{"id": "seed3.10shot.train.28", "instruction": "Can you identify the corresponding two entities and their relationship from the given text?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [105, 109]}, {"type": "aspect", "text": "lemon salad", "span": [26, 37]}, {"type": "opinion", "text": "decent", "span": [119, 125]}, {"type": "opinion", "text": "not great", "span": [128, 137]}, {"type": "opinion", "text": "exception", "span": [9, 18]}], "rel": [{"relation": "neutral", "head": {"text": "food", "span": [105, 109]}, "tail": {"text": "decent", "span": [119, 125]}}, {"relation": "neutral", "head": {"text": "food", "span": [105, 109]}, "tail": {"text": "not great", "span": [128, 137]}}, {"relation": "negative", "head": {"text": "lemon salad", "span": [26, 37]}, "tail": {"text": "exception", "span": [9, 18]}}], "event": []}, "text": "With the exception of our lemon salad that had so much pepper on it that our eyes started watering , the food here was decent , not great .", "bg": ""}
+{"id": "seed3.10shot.train.29", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Vanison", "span": [0, 7]}, {"type": "opinion", "text": "good", "span": [12, 16]}, {"type": "opinion", "text": "not amazing", "span": [21, 32]}], "rel": [{"relation": "neutral", "head": {"text": "Vanison", "span": [0, 7]}, "tail": {"text": "good", "span": [12, 16]}}, {"relation": "neutral", "head": {"text": "Vanison", "span": [0, 7]}, "tail": {"text": "not amazing", "span": [21, 32]}}], "event": []}, "text": "Vanison was good but not amazing .", "bg": ""}

fewshot/absa/16res/seed3/1shot/train.jsonl

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+{"id": "seed3.1shot.train.0", "instruction": "Can you pinpoint the two entities mentioned in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [19, 23]}, {"type": "opinion", "text": "excellent", "span": [27, 36]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [19, 23]}, "tail": {"text": "excellent", "span": [27, 36]}}], "event": []}, "text": "Most importantly , food is excellent .", "bg": ""}
+{"id": "seed3.1shot.train.1", "instruction": "From the provided text, identify the two entities and explain how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [0, 7]}, {"type": "opinion", "text": "slow", "span": [12, 16]}], "rel": [{"relation": "negative", "head": {"text": "Service", "span": [0, 7]}, "tail": {"text": "slow", "span": [12, 16]}}], "event": []}, "text": "Service was slow had to wait to order and get food although not crowded .", "bg": ""}
+{"id": "seed3.1shot.train.2", "instruction": "From the given text, identify the two entities that are linked and specify their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "slice of NYC pizza", "span": [17, 35]}, {"type": "opinion", "text": "quintessential", "span": [2, 16]}], "rel": [{"relation": "neutral", "head": {"text": "slice of NYC pizza", "span": [17, 35]}, "tail": {"text": "quintessential", "span": [2, 16]}}], "event": []}, "text": "A quintessential slice of NYC pizza .", "bg": ""}

fewshot/absa/16res/seed3/5shot/train.jsonl

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+{"id": "seed3.5shot.train.0", "instruction": "Can you find the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [19, 23]}, {"type": "opinion", "text": "excellent", "span": [27, 36]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [19, 23]}, "tail": {"text": "excellent", "span": [27, 36]}}], "event": []}, "text": "Most importantly , food is excellent .", "bg": ""}
+{"id": "seed3.5shot.train.1", "instruction": "Find the two entities mentioned in the text and determine the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "server", "span": [4, 10]}, {"type": "opinion", "text": "helpful", "span": [20, 27]}, {"type": "opinion", "text": "friendly", "span": [32, 40]}], "rel": [{"relation": "positive", "head": {"text": "server", "span": [4, 10]}, "tail": {"text": "helpful", "span": [20, 27]}}, {"relation": "positive", "head": {"text": "server", "span": [4, 10]}, "tail": {"text": "friendly", "span": [32, 40]}}], "event": []}, "text": "Our server was very helpful and friendly .", "bg": ""}
+{"id": "seed3.5shot.train.2", "instruction": "Please determine the two entities described in the text and establish the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [4, 11]}, {"type": "opinion", "text": "impeccable", "span": [16, 26]}, {"type": "opinion", "text": "unobtrusive", "span": [31, 42]}], "rel": [{"relation": "positive", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "impeccable", "span": [16, 26]}}, {"relation": "positive", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "unobtrusive", "span": [31, 42]}}], "event": []}, "text": "The service was impeccable and unobtrusive -- the staff knows what they are there to do -- to know their menu , present your meal , and attend to your needs .", "bg": ""}
+{"id": "seed3.5shot.train.3", "instruction": "Could you identify the two entities referenced in the text and specify the type of relationship between them?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "svc", "span": [4, 7]}, {"type": "aspect", "text": "restaurant", "span": [81, 91]}, {"type": "opinion", "text": "rude", "span": [21, 25]}, {"type": "opinion", "text": "must", "span": [97, 101]}], "rel": [{"relation": "negative", "head": {"text": "svc", "span": [4, 7]}, "tail": {"text": "rude", "span": [21, 25]}}, {"relation": "positive", "head": {"text": "restaurant", "span": [81, 91]}, "tail": {"text": "must", "span": [97, 101]}}], "event": []}, "text": "The svc can be a bit rude at times , esp if you have big group , but overall the restaurant is a must !", "bg": ""}
+{"id": "seed3.5shot.train.4", "instruction": "From the given text, identify the two entities and describe how they are related.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [34, 38]}, {"type": "aspect", "text": "gyro meat", "span": [128, 137]}, {"type": "aspect", "text": "sausages", "span": [142, 150]}, {"type": "aspect", "text": "ingredients", "span": [187, 198]}, {"type": "opinion", "text": "shine", "span": [21, 26]}, {"type": "opinion", "text": "in-house", "span": [108, 116]}, {"type": "opinion", "text": "higher quality", "span": [172, 186]}], "rel": [{"relation": "positive", "head": {"text": "food", "span": [34, 38]}, "tail": {"text": "shine", "span": [21, 26]}}, {"relation": "positive", "head": {"text": "gyro meat", "span": [128, 137]}, "tail": {"text": "in-house", "span": [108, 116]}}, {"relation": "positive", "head": {"text": "sausages", "span": [142, 150]}, "tail": {"text": "in-house", "span": [108, 116]}}, {"relation": "positive", "head": {"text": "ingredients", "span": [187, 198]}, "tail": {"text": "higher quality", "span": [172, 186]}}], "event": []}, "text": "What really makes it shine is the food , which is aggressively seasoned with Cyrpriot spices , and all made in-house ( even the gyro meat and sausages ) , and made of much higher quality ingredients that might otherwise be expected .", "bg": ""}
+{"id": "seed3.5shot.train.5", "instruction": "Please identify the two entities referenced in the text and determine the nature of their association.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [8, 15]}, {"type": "opinion", "text": "slow", "span": [26, 30]}], "rel": [{"relation": "negative", "head": {"text": "service", "span": [8, 15]}, "tail": {"text": "slow", "span": [26, 30]}}], "event": []}, "text": "but the service was a bit slow .", "bg": ""}
+{"id": "seed3.5shot.train.6", "instruction": "Identify the two entities described in the text and specify their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "lobster knuckles", "span": [4, 20]}, {"type": "opinion", "text": "ok", "span": [49, 51]}, {"type": "opinion", "text": "tasteless", "span": [65, 74]}], "rel": [{"relation": "negative", "head": {"text": "lobster knuckles", "span": [4, 20]}, "tail": {"text": "ok", "span": [49, 51]}}, {"relation": "negative", "head": {"text": "lobster knuckles", "span": [4, 20]}, "tail": {"text": "tasteless", "span": [65, 74]}}], "event": []}, "text": "The lobster knuckles ( special of the day ) were ok , but pretty tasteless .", "bg": ""}
+{"id": "seed3.5shot.train.7", "instruction": "From the provided text, identify the two entities and establish the type of relationship they share.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "salmon", "span": [39, 45]}, {"type": "aspect", "text": "chicken", "span": [81, 88]}, {"type": "aspect", "text": "servings for main entree", "span": [6, 30]}, {"type": "opinion", "text": "wasnt impressed", "span": [48, 63]}, {"type": "opinion", "text": "good", "span": [98, 102]}, {"type": "opinion", "text": "Small", "span": [0, 5]}], "rel": [{"relation": "negative", "head": {"text": "salmon", "span": [39, 45]}, "tail": {"text": "wasnt impressed", "span": [48, 63]}}, {"relation": "positive", "head": {"text": "chicken", "span": [81, 88]}, "tail": {"text": "good", "span": [98, 102]}}, {"relation": "negative", "head": {"text": "servings for main entree", "span": [6, 30]}, "tail": {"text": "Small", "span": [0, 5]}}], "event": []}, "text": "Small servings for main entree , i had salmon ( wasnt impressed ) girlfriend had chicken , it was good .", "bg": ""}
+{"id": "seed3.5shot.train.8", "instruction": "Could you find the two entities referenced in the text and determine how they are related?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "food", "span": [4, 8]}, {"type": "aspect", "text": "prixe fixe tasting menu", "span": [32, 55]}, {"type": "opinion", "text": "pricey", "span": [17, 23]}, {"type": "opinion", "text": "greatest", "span": [63, 71]}], "rel": [{"relation": "negative", "head": {"text": "food", "span": [4, 8]}, "tail": {"text": "pricey", "span": [17, 23]}}, {"relation": "positive", "head": {"text": "prixe fixe tasting menu", "span": [32, 55]}, "tail": {"text": "greatest", "span": [63, 71]}}], "event": []}, "text": "The food can get pricey but the prixe fixe tasting menu is the greatest food for a good price and they cater the food to any food allergies or food you do n't like .", "bg": ""}
+{"id": "seed3.5shot.train.9", "instruction": "Kindly pinpoint the two entities mentioned in the text and ascertain their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "place", "span": [5, 10]}, {"type": "aspect", "text": "food", "span": [37, 41]}, {"type": "opinion", "text": "pricey", "span": [14, 20]}, {"type": "opinion", "text": "worth", "span": [45, 50]}], "rel": [{"relation": "negative", "head": {"text": "place", "span": [5, 10]}, "tail": {"text": "pricey", "span": [14, 20]}}, {"relation": "positive", "head": {"text": "food", "span": [37, 41]}, "tail": {"text": "worth", "span": [45, 50]}}], "event": []}, "text": "This place is pricey , and yes , the food is worth it ; but the service makes you feel like you should be paying a quater of the price .", "bg": ""}
+{"id": "seed3.5shot.train.10", "instruction": "Would you be able to pinpoint the two entities mentioned in the text and describe their relationship?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "Service", "span": [0, 7]}, {"type": "opinion", "text": "average", "span": [11, 18]}], "rel": [{"relation": "neutral", "head": {"text": "Service", "span": [0, 7]}, "tail": {"text": "average", "span": [11, 18]}}], "event": []}, "text": "Service is average .", "bg": ""}
+{"id": "seed3.5shot.train.11", "instruction": "Kindly pinpoint the two entities mentioned in the text and ascertain their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "slice of NYC pizza", "span": [17, 35]}, {"type": "opinion", "text": "quintessential", "span": [2, 16]}], "rel": [{"relation": "neutral", "head": {"text": "slice of NYC pizza", "span": [17, 35]}, "tail": {"text": "quintessential", "span": [2, 16]}}], "event": []}, "text": "A quintessential slice of NYC pizza .", "bg": ""}
+{"id": "seed3.5shot.train.12", "instruction": "Please determine the two entities described in the text and establish the nature of their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "nigiri", "span": [55, 61]}, {"type": "opinion", "text": "good", "span": [50, 54]}], "rel": [{"relation": "neutral", "head": {"text": "nigiri", "span": [55, 61]}, "tail": {"text": "good", "span": [50, 54]}}], "event": []}, "text": "I have never before eaten 40 pieces of relatively good nigiri .", "bg": ""}
+{"id": "seed3.5shot.train.13", "instruction": "Could you identify the two entities described in the text and specify their link?", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "restaurant", "span": [4, 14]}, {"type": "opinion", "text": "cute", "span": [18, 22]}, {"type": "opinion", "text": "not upscale", "span": [27, 38]}], "rel": [{"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "cute", "span": [18, 22]}}, {"relation": "neutral", "head": {"text": "restaurant", "span": [4, 14]}, "tail": {"text": "not upscale", "span": [27, 38]}}], "event": []}, "text": "The restaurant is cute but not upscale .", "bg": ""}
+{"id": "seed3.5shot.train.14", "instruction": "Identify the two entities described in the text and explain their connection.", "schema": {"ent": ["aspect", "opinion"], "rel": ["positive", "neutral", "negative"], "event": {}}, "ans": {"ent": [{"type": "aspect", "text": "service", "span": [4, 11]}, {"type": "aspect", "text": "atmosphere", "span": [33, 43]}, {"type": "opinion", "text": "friendly", "span": [16, 24]}, {"type": "opinion", "text": "casual", "span": [48, 54]}], "rel": [{"relation": "positive", "head": {"text": "service", "span": [4, 11]}, "tail": {"text": "friendly", "span": [16, 24]}}, {"relation": "neutral", "head": {"text": "atmosphere", "span": [33, 43]}, "tail": {"text": "casual", "span": [48, 54]}}], "event": []}, "text": "The service was friendly and the atmosphere was casual .", "bg": ""}