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 • 17
RefineBench: Evaluating Refinement Capability of Language Models via Checklists Paper • 2511.22173 • Published Nov 27, 2025 • 14
Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations Paper • 2406.19545 • Published Jun 27, 2024
$R^2$-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation Paper • 2508.01475 • Published Aug 2, 2025
VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding Paper • 2509.21451 • Published Sep 25, 2025
Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability Paper • 2506.01789 • Published Jun 2, 2025 • 14
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents Paper • 2505.15277 • Published May 21, 2025 • 104
FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS Paper • 2505.16409 • Published May 22, 2025 • 2
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think Paper • 2505.10185 • Published May 15, 2025 • 26
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators Paper • 2503.19877 • Published Mar 25, 2025 • 1