SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains Paper • 2507.07229 • Published Jul 9 • 11
MedScore: Generalizable Factuality Evaluation of Free-Form Medical Answers by Domain-adapted Claim Decomposition and Verification Paper • 2505.18452 • Published May 24 • 4
The Alignment Waltz: Jointly Training Agents to Collaborate for Safety Paper • 2510.08240 • Published Oct 9 • 40
IA2: Alignment with ICL Activations Improves Supervised Fine-Tuning Paper • 2509.22621 • Published Sep 26 • 8
The Flaw of Averages: Quantifying Uniformity of Performance on Benchmarks Paper • 2509.25671 • Published Sep 30 • 6
mmBERT: A Modern Multilingual Encoder with Annealed Language Learning Paper • 2509.06888 • Published Sep 8 • 12
The Trickle-down Impact of Reward (In-)consistency on RLHF Paper • 2309.16155 • Published Sep 28, 2023 • 1
Jointly Reinforcing Diversity and Quality in Language Model Generations Paper • 2509.02534 • Published Sep 2 • 24
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure Paper • 2506.22724 • Published Jun 28 • 10
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning Paper • 2506.02327 • Published Jun 2 • 20
Feedback Friction: LLMs Struggle to Fully Incorporate External Feedback Paper • 2506.11930 • Published Jun 13 • 53
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases Paper • 2505.20321 • Published May 23 • 5
Lost in the Haystack: Smaller Needles are More Difficult for LLMs to Find Paper • 2505.18148 • Published May 23 • 5
Certified Mitigation of Worst-Case LLM Copyright Infringement Paper • 2504.16046 • Published Apr 22 • 13
ICL CIPHERS: Quantifying "Learning'' in In-Context Learning via Substitution Ciphers Paper • 2504.19395 • Published Apr 28 • 5
Rank1: Test-Time Compute for Reranking in Information Retrieval Paper • 2502.18418 • Published Feb 25 • 28
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference Paper • 2412.13663 • Published Dec 18, 2024 • 157