Matthew Garrenton

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upvoted 20 papers about 1 year ago

Revealing Fine-Grained Values and Opinions in Large Language Models

Paper • 2406.19238 • Published Jun 27, 2024 • 17

Not All Language Model Features Are Linear

Paper • 2405.14860 • Published May 23, 2024 • 42

Self-Exploring Language Models: Active Preference Elicitation for Online Alignment

Paper • 2405.19332 • Published May 29, 2024 • 23

LLMs achieve adult human performance on higher-order theory of mind tasks

Paper • 2405.18870 • Published May 29, 2024 • 18

Guiding a Diffusion Model with a Bad Version of Itself

Paper • 2406.02507 • Published Jun 4, 2024 • 17

To Believe or Not to Believe Your LLM

Paper • 2406.02543 • Published Jun 4, 2024 • 36

Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Paper • 2406.04271 • Published Jun 6, 2024 • 31

Proofread: Fixes All Errors with One Tap

Paper • 2406.04523 • Published Jun 6, 2024 • 15

Large Language Model Confidence Estimation via Black-Box Access

Paper • 2406.04370 • Published Jun 1, 2024 • 23

WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild

Paper • 2406.04770 • Published Jun 7, 2024 • 31

CRAG -- Comprehensive RAG Benchmark

Paper • 2406.04744 • Published Jun 7, 2024 • 49

Tx-LLM: A Large Language Model for Therapeutics

Paper • 2406.06316 • Published Jun 10, 2024 • 21

Towards a Personal Health Large Language Model

Paper • 2406.06474 • Published Jun 10, 2024 • 25

MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering

Paper • 2406.06573 • Published Jun 3, 2024 • 11

The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6, 2024 • 66

Estimating the Hallucination Rate of Generative AI

Paper • 2406.07457 • Published Jun 11, 2024 • 7

Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning

Paper • 2406.09170 • Published Jun 13, 2024 • 28

Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models

Paper • 2406.13542 • Published Jun 19, 2024 • 17

Cognitive Map for Language Models: Optimal Planning via Verbally Representing the World Model

Paper • 2406.15275 • Published Jun 21, 2024 • 12

Jailbreaking as a Reward Misspecification Problem

Paper • 2406.14393 • Published Jun 20, 2024 • 13