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
LEGO-Eval: Towards Fine-Grained Evaluation on Synthesizing 3D Embodied Environments with Tool Augmentation Paper • 2511.03001 • Published Nov 4, 2025 • 46
Cross-Modal Retrieval Meets Inference:Improving Zero-Shot Classification with Cross-Modal Retrieval Paper • 2308.15273 • Published Aug 29, 2023 • 1
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Paper • 2406.05761 • Published Jun 9, 2024 • 3
Self-Training Elicits Concise Reasoning in Large Language Models Paper • 2502.20122 • Published Feb 27, 2025 • 4
LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation Paper • 2505.23832 • Published May 28, 2025 • 1
Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability Paper • 2506.01789 • Published Jun 2, 2025 • 14
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL Paper • 2506.02338 • Published Jun 3, 2025 • 5
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Paper • 2406.05761 • Published Jun 9, 2024 • 3