WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
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2411.02337
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35
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Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Paper • 2411.04996 • Published • 50 -
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper • 2411.03562 • Published • 64 -
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 44 -
Game-theoretic LLM: Agent Workflow for Negotiation Games
Paper • 2411.05990 • Published • 7 -
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices
Paper • 2411.10640 • Published • 44 -
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs
Paper • 2411.19146 • Published • 13 -
Snowflake/snowflake-arctic-embed-m-v2.0
Sentence Similarity • Updated • 7.19k • 47 -
Snowflake/snowflake-arctic-embed-l-v2.0
Sentence Similarity • Updated • 28.6k • 88 -
EXAONE 3.5: Series of Large Language Models for Real-world Use Cases
Paper • 2412.04862 • Published • 50 -
ruliad/deepthought-8b-llama-v0.01-alpha
Text Generation • Updated • 24.6k • 139 -
Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability
Paper • 2411.19943 • Published • 56 -
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation
Paper • 2412.02592 • Published • 20 -
RL Zero: Zero-Shot Language to Behaviors without any Supervision
Paper • 2412.05718 • Published • 4 -
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
Paper • 2412.10704 • Published • 15 -
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
Paper • 2412.13746 • Published • 9 -
Wonderful Matrices: Combining for a More Efficient and Effective Foundation Model Architecture
Paper • 2412.11834 • Published • 6 -
Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents
Paper • 2412.13194 • Published • 12 -
ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
Paper • 2412.14711 • Published • 15 -
Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning
Paper • 2412.15797 • Published • 16 -
Progressive Multimodal Reasoning via Active Retrieval
Paper • 2412.14835 • Published • 71 -
MixLLM: LLM Quantization with Global Mixed-precision between Output-features and Highly-efficient System Design
Paper • 2412.14590 • Published • 13 -
Learned Compression for Compressed Learning
Paper • 2412.09405 • Published • 11 -
Token-Budget-Aware LLM Reasoning
Paper • 2412.18547 • Published • 44 -
ericsonwillians/distilbert-base-uncased-steam-sentiment
Text Classification • Updated • 16 -
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
Paper • 2412.18319 • Published • 34