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Jiazheng Li

14 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

EMNLP ×6ACL ×4AAAI ×3ICML ×1

Frequent coauthors

Yulan He
×14
Cesare Aloisi
×5
Yuxiang Zhou
×5
Lin Gui
×5
Runcong Zhao
×4
Artem Bobrov
×3
Hanqi Yan
×3
Hainiu Xu
×3
Junru Lu
×3
David West
×2
Zhaoyue Sun
×2
Siyu An
×2

Papers

  1. AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment
    EMNLP 2025 · Jiazheng Li,
    Artem Bobrov
    ,
    Runcong Zhao
    ,
    Cesare Aloisi
    ,
    Yulan He
  2. An Automated Explainable Educational Assessment System Built on LLMs
    AAAI 2025 · Jiazheng Li,
    Artem Bobrov
    ,
    David West
    ,
    Cesare Aloisi
    ,
    Yulan He
  3. Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference
    ACL 2025 · Jiazheng Li,
    Hanqi Yan
    ,
    Yulan He
  4. EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States
    ACL 2025 ·
    Hainiu Xu
    ,
    Siya Qi
    , Jiazheng Li,
    Yuxiang Zhou
    ,
    Jinhua Du
    ,
    Caroline Catmur
    ,
    Yulan He
  5. ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language
    AAAI 2025 ·
    Zhaoyue Sun
    , Jiazheng Li,
    Gabriele Pergola
    ,
    Yulan He
  6. LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop
    EMNLP 2025 ·
    Runcong Zhao
    ,
    Artem Bobrov
    , Jiazheng Li,
    Cesare Aloisi
    ,
    Yulan He
  7. Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning
    ICML 2025 ·
    Hanqi Yan
    ,
    Linhai Zhang
    , Jiazheng Li,
    Zhenyi Shen
    ,
    Yulan He
  8. RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following
    ACL 2025 ·
    Junru Lu
    , Jiazheng Li,
    Guodong Shen
    ,
    Lin Gui
    ,
    Siyu An
    ,
    Yulan He
    ,
    Di Yin
    ,
    Xing Sun
  9. Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time
    EMNLP 2025 · Jiazheng Li,
    Yuxiang Zhou
    ,
    Junru Lu
    ,
    Gladys Tyen
    ,
    Lin Gui
    ,
    Cesare Aloisi
    ,
    Yulan He
  10. Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring
    EMNLP 2024 · Jiazheng Li,
    Hainiu Xu
    ,
    Zhaoyue Sun
    ,
    Yuxiang Zhou
    ,
    David West
    ,
    Cesare Aloisi
    ,
    Yulan He
  11. Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence
    EMNLP 2024 ·
    Junru Lu
    , Jiazheng Li,
    Siyu An
    ,
    Meng Zhao
    ,
    Yulan He
    ,
    Di Yin
    ,
    Xing Sun
  12. Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives
    ACL 2024 ·
    Runcong Zhao
    ,
    Qinglin Zhu
    ,
    Hainiu Xu
    , Jiazheng Li,
    Yuxiang Zhou
    ,
    Yulan He
    ,
    Lin Gui
  13. NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing
    AAAI 2024 ·
    Runcong Zhao
    ,
    Wenjia Zhang
    , Jiazheng Li,
    Lixing Zhu
    ,
    Yanran Li
    ,
    Yulan He
    ,
    Lin Gui
  14. The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis
    EMNLP 2024 ·
    Yuxiang Zhou
    , Jiazheng Li,
    Yanzheng Xiang
    ,
    Hanqi Yan
    ,
    Lin Gui
    ,
    Yulan He