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Dayiheng Liu

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

ACL ×11NeurIPS ×4EMNLP ×3AAAI ×1ICLR ×1

Frequent coauthors

Ru Peng
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Xiaoyuan Li
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Zihan Qiu
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Yidan Zhang
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Chengpeng Li
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Yi Fang
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Yuzhen Shi
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Nuo Chen
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Bofei Gao
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Jinyang Zhang
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Mouxiang Chen
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Chujie Zheng
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Papers

  1. Controllable LLM Reasoning via Sparse Autoencoder-Based Steering
    ACL 2026 ·
    Yi Fang
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  2. HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs
    ACL 2026 ·
    Ru Peng
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  3. MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation
    ACL 2026 ·
    Xiaoyuan Li
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  4. PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
    ACL 2026 ·
    Yuzhen Shi
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  5. Chain of Execution Supervision Promotes General Reasoning in Large Language Models
    NeurIPS 2025 ·
    Nuo Chen
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  6. DataMan: Data Manager for Pre-training Large Language Models
    ICLR 2025 ·
    Ru Peng
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  7. Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
    ACL 2025 ·
    Zihan Qiu
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  8. Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
    NeurIPS 2025 ·
    Zihan Qiu
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  9. HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
    ACL 2025 ·
    Xiaoyuan Li
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  10. LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
    ACL 2025 ·
    Bofei Gao
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  11. NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines
    EMNLP 2025 ·
    Jinyang Zhang
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  12. P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
    EMNLP 2025 ·
    Yidan Zhang
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  13. Parallel Scaling Law for Language Models
    NeurIPS 2025 ·
    Mouxiang Chen
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  14. ProcessBench: Identifying Process Errors in Mathematical Reasoning
    ACL 2025 ·
    Chujie Zheng
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  15. START: Self-taught Reasoner with Tools
    EMNLP 2025 ·
    Chengpeng Li
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  16. Teaching Language Models to Reason with Tools
    NeurIPS 2025 ·
    Chengpeng Li
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  17. The Lessons of Developing Process Reward Models in Mathematical Reasoning
    ACL 2025 ·
    Zhenru Zhang
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  18. How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
    ACL 2024 ·
    Guanting Dong
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  19. Rationales for Answers to Simple Math Word Problems Confuse Large Language Models
    ACL 2024 ·
    Yidan Zhang
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  20. Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation
    AAAI 2024 ·
    Yuyan Chen
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