ChiKhaPo: A Large-Scale Multilingual Benchmark for Evaluating Lexical Comprehension and Generation in Large Language Models Paper • 2510.16928 • Published Oct 19, 2025 • 4
Genomic Next-Token Predictors are In-Context Learners Paper • 2511.12797 • Published Nov 16, 2025 • 7
SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains Paper • 2507.07229 • Published Jul 9, 2025 • 11
MedScore: Generalizable Factuality Evaluation of Free-Form Medical Answers by Domain-adapted Claim Decomposition and Verification Paper • 2505.18452 • Published May 24, 2025 • 4
The Alignment Waltz: Jointly Training Agents to Collaborate for Safety Paper • 2510.08240 • Published Oct 9, 2025 • 41
IA2: Alignment with ICL Activations Improves Supervised Fine-Tuning Paper • 2509.22621 • Published Sep 26, 2025 • 8
The Flaw of Averages: Quantifying Uniformity of Performance on Benchmarks Paper • 2509.25671 • Published Sep 30, 2025 • 6
mmBERT: A Modern Multilingual Encoder with Annealed Language Learning Paper • 2509.06888 • Published Sep 8, 2025 • 12
The Trickle-down Impact of Reward (In-)consistency on RLHF Paper • 2309.16155 • Published Sep 28, 2023 • 1
Jailbreak Distillation: Renewable Safety Benchmarking Paper • 2505.22037 • Published May 28, 2025 • 1
Jointly Reinforcing Diversity and Quality in Language Model Generations Paper • 2509.02534 • Published Sep 2, 2025 • 24
Seq vs Seq: An Open Suite of Paired Encoders and Decoders Paper • 2507.11412 • Published Jul 15, 2025 • 30
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure Paper • 2506.22724 • Published Jun 28, 2025 • 10
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning Paper • 2506.02327 • Published Jun 2, 2025 • 20
Feedback Friction: LLMs Struggle to Fully Incorporate External Feedback Paper • 2506.11930 • Published Jun 13, 2025 • 53
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases Paper • 2505.20321 • Published May 23, 2025 • 5
Lost in the Haystack: Smaller Needles are More Difficult for LLMs to Find Paper • 2505.18148 • Published May 23, 2025 • 5
Certified Mitigation of Worst-Case LLM Copyright Infringement Paper • 2504.16046 • Published Apr 22, 2025 • 13
ICL CIPHERS: Quantifying "Learning'' in In-Context Learning via Substitution Ciphers Paper • 2504.19395 • Published Apr 28, 2025 • 5