Matthew Garrenton

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upvoted 22 papers 3 months ago

Revealing Fine-Grained Values and Opinions in Large Language Models

Paper • 2406.19238 • Published Jun 27 • 14

Not All Language Model Features Are Linear

Paper • 2405.14860 • Published May 23 • 39

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

Paper • 2405.19332 • Published May 29 • 15

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

Paper • 2405.18870 • Published May 29 • 16

Guiding a Diffusion Model with a Bad Version of Itself

Paper • 2406.02507 • Published Jun 4 • 15

To Believe or Not to Believe Your LLM

Paper • 2406.02543 • Published Jun 4 • 31

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

Paper • 2406.04271 • Published Jun 6 • 27

Proofread: Fixes All Errors with One Tap

Paper • 2406.04523 • Published Jun 6 • 12

Large Language Model Confidence Estimation via Black-Box Access

Paper • 2406.04370 • Published Jun 1 • 19

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

Paper • 2406.04770 • Published Jun 7 • 26

CRAG -- Comprehensive RAG Benchmark

Paper • 2406.04744 • Published Jun 7 • 40

Tx-LLM: A Large Language Model for Therapeutics

Paper • 2406.06316 • Published Jun 10 • 13

Towards a Personal Health Large Language Model

Paper • 2406.06474 • Published Jun 10 • 17

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

Paper • 2406.06573 • Published Jun 3 • 8

The Prompt Report: A Systematic Survey of Prompting Techniques

Paper • 2406.06608 • Published Jun 6 • 52

Estimating the Hallucination Rate of Generative AI

Paper • 2406.07457 • Published Jun 11 • 6

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

Paper • 2406.09170 • Published Jun 13 • 24

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

Paper • 2406.13542 • Published Jun 19 • 16

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

Paper • 2406.15275 • Published Jun 21 • 10

Jailbreaking as a Reward Misspecification Problem

Paper • 2406.14393 • Published Jun 20 • 12

Unlocking Continual Learning Abilities in Language Models

Paper • 2406.17245 • Published Jun 25 • 28

SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation

Paper • 2406.19215 • Published Jun 27 • 29