Measuring Sycophancy of Language Models in Multi-turn Dialogues Paper • 2505.23840 • Published May 28 • 2
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published Jul 1 • 78
OptimalThinkingBench: Evaluating Over and Underthinking in LLMs Paper • 2508.13141 • Published Aug 18
VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding Paper • 2509.21451 • Published Sep 25
SPICE: Self-Play In Corpus Environments Improves Reasoning Paper • 2510.24684 • Published Oct 28 • 17
RefineBench: Evaluating Refinement Capability of Language Models via Checklists Paper • 2511.22173 • Published Nov 27 • 13
Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability Paper • 2506.01789 • Published Jun 2 • 14
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models? Paper • 2410.07571 • Published Oct 10, 2024 • 2
FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS Paper • 2505.16409 • Published May 22 • 2
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think Paper • 2505.10185 • Published May 15 • 26
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think Paper • 2505.10185 • Published May 15 • 26
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models? Paper • 2410.07571 • Published Oct 10, 2024 • 2
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators Paper • 2503.19877 • Published Mar 25 • 1
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Paper • 2504.17192 • Published Apr 24 • 120
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators Paper • 2503.19877 • Published Mar 25 • 1
LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation Paper • 2412.10424 • Published Dec 10, 2024 • 2