Songyang Zhang

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authored 3 papers 5 months ago

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward

Paper • 2508.03686 • Published Aug 5, 2025 • 37

Dissecting Tool-Integrated Reasoning: An Empirical Study and Analysis

Paper • 2508.15754 • Published Aug 21, 2025 • 4

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 261

authored 5 papers 6 months ago

CompassJudger-2: Towards Generalist Judge Model via Verifiable Rewards

Paper • 2507.09104 • Published Jul 12, 2025 • 17

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

Paper • 2507.10532 • Published Jul 14, 2025 • 89

PM4Bench: A Parallel Multilingual Multi-Modal Multi-task Benchmark for Large Vision Language Model

Paper • 2503.18484 • Published Mar 24, 2025

Coding Triangle: How Does Large Language Model Understand Code?

Paper • 2507.06138 • Published Jul 8, 2025 • 21

Rethinking Verification for LLM Code Generation: From Generation to Testing

Paper • 2507.06920 • Published Jul 9, 2025 • 28

authored a paper 8 months ago

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective

Paper • 2505.19815 • Published May 26, 2025 • 36

authored 3 papers 11 months ago

LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation

Paper • 2501.12976 • Published Jan 22, 2025

HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance

Paper • 2401.08772 • Published Jan 16, 2024 • 1

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published Feb 10, 2025 • 58

authored a paper 12 months ago

Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement

Paper • 2501.12273 • Published Jan 21, 2025 • 14

authored 2 papers about 1 year ago

Are Your LLMs Capable of Stable Reasoning?

Paper • 2412.13147 • Published Dec 17, 2024 • 93

CompassJudger-1: All-in-one Judge Model Helps Model Evaluation and Evolution

Paper • 2410.16256 • Published Oct 21, 2024 • 60

authored 5 papers over 1 year ago

ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs

Paper • 2410.12405 • Published Oct 16, 2024 • 13

InternLM-Law: An Open Source Chinese Legal Large Language Model

Paper • 2406.14887 • Published Jun 21, 2024

MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark

Paper • 2405.12209 • Published May 20, 2024

CIBench: Evaluating Your LLMs with a Code Interpreter Plugin

Paper • 2407.10499 • Published Jul 15, 2024

UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios

Paper • 2408.17267 • Published Aug 30, 2024 • 23