Matthew G. Johnson

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upvoted a paper 6 months ago

Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

Paper • 2405.15071 • Published May 23 • 37

upvoted 4 papers 9 months ago

ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4 • 91

Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs

Paper • 2311.05657 • Published Nov 9, 2023 • 27

Long-form factuality in large language models

Paper • 2403.18802 • Published Mar 27 • 24

Simple and Scalable Strategies to Continually Pre-train Large Language Models

Paper • 2403.08763 • Published Mar 13 • 49

upvoted 8 papers 10 months ago

Is Cosine-Similarity of Embeddings Really About Similarity?

Paper • 2403.05440 • Published Mar 8 • 3

Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification

Paper • 2403.04696 • Published Mar 7 • 4

Fine Tuning vs. Retrieval Augmented Generation for Less Popular Knowledge

Paper • 2403.01432 • Published Mar 3 • 2

Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering

Paper • 2401.08500 • Published Jan 16 • 5

Large language models surpass human experts in predicting neuroscience results

Paper • 2403.03230 • Published Mar 4 • 4

DeLLMa: A Framework for Decision Making Under Uncertainty with Large Language Models

Paper • 2402.02392 • Published Feb 4 • 5

LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21 • 112

FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models

Paper • 2402.10986 • Published Feb 16 • 77

upvoted a collection 10 months ago

Foundation AI Papers

Collection

Curated List of Must-Reads on LLM reasoning at Temus AI team • 135 items • Updated Jun 15 • 27