Noah D. Goodman

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authored a paper 2 days ago

BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery

Paper • 2501.01540 • Published 5 days ago • 5

authored 19 papers about 2 months ago

Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations

Paper • 2303.02536 • Published Mar 5, 2023 • 1

Learning to Compress Prompts with Gist Tokens

Paper • 2304.08467 • Published Apr 17, 2023 • 3

Interpretability at Scale: Identifying Causal Mechanisms in Alpaca

Paper • 2305.08809 • Published May 15, 2023 • 2

Eliciting Human Preferences with Language Models

Paper • 2310.11589 • Published Oct 17, 2023

Codebook Features: Sparse and Discrete Interpretability for Neural Networks

Paper • 2310.17230 • Published Oct 26, 2023

Certified Reasoning with Language Models

Paper • 2306.04031 • Published Jun 6, 2023 • 1

Generating Language Corrections for Teaching Physical Control Tasks

Paper • 2306.07012 • Published Jun 12, 2023

Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness

Paper • 2306.10015 • Published Jun 16, 2023

From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought

Paper • 2306.12672 • Published Jun 22, 2023 • 26

On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021

A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments

Paper • 2401.12631 • Published Jan 23, 2024

Hypothesis Search: Inductive Reasoning with Language Models

Paper • 2309.05660 • Published Sep 11, 2023 • 2

Language modeling via stochastic processes

Paper • 2203.11370 • Published Mar 21, 2022

STaR: Bootstrapping Reasoning With Reasoning

Paper • 2203.14465 • Published Mar 28, 2022 • 8

pyvene: A Library for Understanding and Improving PyTorch Models via Interventions

Paper • 2403.07809 • Published Mar 12, 2024 • 1

Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking

Paper • 2403.09629 • Published Mar 14, 2024 • 75

Backtracing: Retrieving the Cause of the Query

Paper • 2403.03956 • Published Mar 6, 2024 • 10

Stream of Search (SoS): Learning to Search in Language

Paper • 2404.03683 • Published Apr 1, 2024 • 29

Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models

Paper • 2209.08141 • Published Sep 16, 2022