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
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents Paper • 2510.24702 • Published Oct 28, 2025 • 28
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published Oct 29, 2025 • 45
Simulating Environments with Reasoning Models for Agent Training Paper • 2511.01824 • Published Nov 3, 2025 • 2
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published 28 days ago • 36
RefineBench: Evaluating Refinement Capability of Language Models via Checklists Paper • 2511.22173 • Published Nov 27, 2025 • 14
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research Paper • 2511.19399 • Published Nov 24, 2025 • 60
Grounding Multilingual Multimodal LLMs With Cultural Knowledge Paper • 2508.07414 • Published Aug 10, 2025 • 1
SoMi-ToM: Evaluating Multi-Perspective Theory of Mind in Embodied Social Interactions Paper • 2506.23046 • Published Jun 29, 2025 • 1
Small Models Struggle to Learn from Strong Reasoners Paper • 2502.12143 • Published Feb 17, 2025 • 39