Yasheng Wang

Venues

Frequent coauthors

Papers

1. EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing
   AAAI 2026 ·

   Fan Gao

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2. ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning
   AAAI 2026 ·

   Xingshan Zeng

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3. Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger
   ACL 2025 ·

   Wenjun Li

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4. AdvKT: An Adversarial Multi-step Training Framework for Knowledge Tracing
   ECML-PKDD 2025 ·

   Lingyue Fu

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5. Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering
   NeurIPS 2025 ·

   Kuicai Dong

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6. Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation
   ACL 2025 ·

   Kounianhua Du

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7. Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
   ICLR 2025 ·

   Yuxin Jiang

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8. Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step
   NAACL 2025 ·

   Zezhong Wang

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9. CoIR: A Comprehensive Benchmark for Code Information Retrieval Models
   ACL 2025 ·

   Xiangyang Li

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10. CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation
    ACL 2025 ·

    Qingyao Li

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11. Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge
    ACL 2025 ·

    Qiyuan Zhang

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12. DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation
    ACL 2025 ·

    Jizheng Chen

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13. DeepDiver: Adaptive Web-Search Intensity Scaling via Reinforcement Learning
    NeurIPS 2025 ·

    Wenxuan Shi

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14. Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape
    ICML 2025 ·

    Tao Li

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15. Humanity's Last Code Exam: Can Advanced LLMs Conquer Human's Hardest Code Competition?
    EMNLP 2025 ·

    Xiangyang Li

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16. Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction
    ACL 2025 ·

    Yuxin Jiang

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17. Learning Evolving Tools for Large Language Models
    ICLR 2025 ·

    Guoxin Chen

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18. NILE: Internal Consistency Alignment in Large Language Models
    EMNLP 2025 ·

    Minda Hu

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19. NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging
    EMNLP 2025 ·

    Weiming Zhang

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20. Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
    ICLR 2025 ·

    Yaxi Lu

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21. QFFT, Question-Free Fine-Tuning for Adaptive Reasoning
    NeurIPS 2025 ·

    Wanlong Liu

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22. RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
    EMNLP 2025 ·

    Qingyao Li

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23. RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
    ICLR 2025 ·

    Qiyuan Zhang

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24. RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models
    NeurIPS 2025 ·

    Junda Zhu

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25. Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification
    ACL 2025 ·

    Chengwu Liu

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26. Spa-Bench: a comprehensive Benchmark for Smartphone Agent Evaluation
    ICLR 2025 ·

    Jingxuan Chen

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27. Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning
    EMNLP 2025 ·

    Zezhong Wang

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28. ToolACE: Winning the Points of LLM Function Calling
    ICLR 2025 ·

    Weiwen Liu

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29. ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis
    NAACL 2025 ·

    Zezhong Wang

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30. Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
    ACL 2024 ·

    Yiwei Li

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31. Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions
    ACL 2024 ·

    Xuming Hu

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32. Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
    ACL 2024 ·

    Shijue Huang

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33. ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
    ACL 2024 ·

    Haochen Tan

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34. SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model
    CIKM 2024 ·

    Lingyue Fu

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