POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion Paper • 2509.01215 • Published 10 days ago • 46
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Paper • 2508.18265 • Published 17 days ago • 185
Dissecting Tool-Integrated Reasoning: An Empirical Study and Analysis Paper • 2508.15754 • Published 21 days ago • 4
Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management Paper • 2508.04664 • Published Aug 6 • 13
CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward Paper • 2508.03686 • Published Aug 5 • 35
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination Paper • 2507.10532 • Published Jul 14 • 88
CompassJudger-2: Towards Generalist Judge Model via Verifiable Rewards Paper • 2507.09104 • Published Jul 12 • 17
CompassVerifier Collection CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward • 5 items • Updated 11 days ago • 6
Rethinking Verification for LLM Code Generation: From Generation to Testing Paper • 2507.06920 • Published Jul 9 • 28
Coding Triangle: How Does Large Language Model Understand Code? Paper • 2507.06138 • Published Jul 8 • 20
Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective Paper • 2505.19815 • Published May 26 • 37
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM Paper • 2503.14478 • Published Mar 18 • 49
Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning Paper • 2502.06781 • Published Feb 10 • 60
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement Paper • 2501.12273 • Published Jan 21 • 14
CompassJudger-1: All-in-one Judge Model Helps Model Evaluation and Evolution Paper • 2410.16256 • Published Oct 21, 2024 • 61
ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs Paper • 2410.12405 • Published Oct 16, 2024 • 13
HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models Paper • 2409.16191 • Published Sep 24, 2024 • 43