Qun Liu

Venues

Frequent coauthors

Papers

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

   Xingshan Zeng

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2. A Comprehensive Evaluation on Event Reasoning of Large Language Models
   AAAI 2025 ·

   Zhengwei Tao

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

   Zezhong Wang

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4. Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning
   EMNLP 2025 ·

   Yunhao Gou

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5. EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
   CVPR 2025 ·

   Kai Chen

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6. Efficient Inference for Large Language Models -Algorithm, Model, and System
   EMNLP 2025 ·

   Xuefei Ning

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7. Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding
   AAAI 2025 ·

   Yueqian Wang

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8. Hierarchical Memory Organization for Wikipedia Generation
   ACL 2025 ·

   Eugene J. Yu

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9. Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework
   ACL 2025 ·

   Kaishuai Xu

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10. Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment
    ACL 2025 ·

    Zhili Liu

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11. More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression
    EMNLP 2025 ·

    Jiebin Zhang

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12. ReAttention: Training-Free Infinite Context with Finite Attention Scope
    ICLR 2025 ·

    Xiaoran Liu

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

    Junda Zhu

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

    Chengwu Liu

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

    Zezhong Wang

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16. Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
    ACL 2025 ·

    Kaishuai Xu

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

    Weiwen Liu

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

    Zezhong Wang

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19. Unsupervised Domain Adaptive Visual Question Answering in the Era of Multi-Modal Large Language Models
    WACV 2025 ·

    Weixi Weng

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20. "Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation
    EMNLP 2024 ·

    Nandan Thakur

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21. CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
    EMNLP 2024 ·

    Fengran Mo

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22. EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
    ACL 2024 ·

    Mohammad Dehghan

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

    Xuming Hu

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24. FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
    ACL 2024 ·

    Yuxin Jiang

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25. Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
    ICLR 2024 ·

    Kai Chen

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26. Learning to Edit: Aligning LLMs with Knowledge Editing
    ACL 2024 ·

    Yuxin Jiang

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27. M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models
    ACL 2024 ·

    Wai-Chung Kwan

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28. MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models
    EMNLP 2024 ·

    Wai-Chung Kwan

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29. Memorize Step by Step: Efficient Long-Context Prefilling with Incremental Memory and Decremental Chunk
    EMNLP 2024 ·

    Zhiyuan Zeng

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

    Shijue Huang

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31. Preparing Lessons for Progressive Training on Language Models
    AAAI 2024 ·

    Yu Pan

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32. Prompt-Based Length Controlled Generation with Multiple Control Types
    ACL 2024 ·

    Renlong Jie

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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. Retrieval-based Disentangled Representation Learning with Natural Language Supervision
    ICLR 2024 ·

    Jiawei Zhou

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35. Unsupervised Extractive Summarization with Learnable Length Control Strategies
    AAAI 2024 ·

    Renlong Jie

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36. Visually Guided Generative Text-Layout Pre-training for Document Intelligence
    NAACL 2024 ·

    Zhiming Mao

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