Efficient Long Context Language Model Retrieval with Compression Paper • 2412.18232 • Published Dec 24, 2024 • 1
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors Paper • 2601.07226 • Published 21 days ago • 32
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors Paper • 2601.07226 • Published 21 days ago • 32
Measuring Sycophancy of Language Models in Multi-turn Dialogues Paper • 2505.23840 • Published May 28, 2025 • 2
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published Jul 1, 2025 • 79
OptimalThinkingBench: Evaluating Over and Underthinking in LLMs Paper • 2508.13141 • Published Aug 18, 2025
VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding Paper • 2509.21451 • Published Sep 25, 2025
SPICE: Self-Play In Corpus Environments Improves Reasoning Paper • 2510.24684 • Published Oct 28, 2025 • 18
RefineBench: Evaluating Refinement Capability of Language Models via Checklists Paper • 2511.22173 • Published Nov 27, 2025 • 15