PPaperPicks

Yulan He

King's College London, UK

50 papers at tracked venues · 33 at CORE A* · active 2024–2026

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Venues

ACL ×23EMNLP ×14AAAI ×5ICML ×3NAACL ×2EACL ×1ICLR ×1SIGIR ×1

Frequent coauthors

Runcong Zhao
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Jiazheng Li
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Hanqi Yan
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Zhanghao Hu
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Zhaoyue Sun
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Han Zhang
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Xingwei Tan
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Hainiu Xu
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Linhai Zhang
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Italo Luis da Silva
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Yuxiang Zhou
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Xinyu Wang
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Papers

  1. Beyond Cross-Modal Alignment: Measuring and Leveraging Modality Gap in Vision-Language Models
    ACL 2026 ·
    Hanqi Yan
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  2. Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning
    ACL 2026 ·
    Ziqing Zhuang
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  3. Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
    AAAI 2026 ·
    Zhanghao Hu
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  4. Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction
    EACL 2026 ·
    Zhaoyue Sun
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  5. SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding
    ACL 2026 ·
    Runcong Zhao
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  6. AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment
    EMNLP 2025 ·
    Jiazheng Li
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  7. An Automated Explainable Educational Assessment System Built on LLMs
    AAAI 2025 ·
    Jiazheng Li
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  8. Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification
    ACL 2025 ·
    John Dougrez-Lewis
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  9. Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering
    ACL 2025 ·
    Zhanghao Hu
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  10. CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation
    EMNLP 2025 ·
    Zhenyi Shen
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  11. COPR: Continual Human Preference Learning via Optimal Policy Regularization
    ACL 2025 ·
    Han Zhang
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  12. Cascading Large Language Models for Salient Event Graph Generation
    NAACL 2025 ·
    Xingwei Tan
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  13. Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment
    AAAI 2025 ·
    Congzhi Zhang
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  14. Constrain Alignment with Sparse Autoencoders
    ICML 2025 ·
    Qingyu Yin
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  15. Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference
    ACL 2025 ·
    Jiazheng Li
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  16. EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States
    ACL 2025 ·
    Hainiu Xu
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  17. Evaluating LLMs' Assessment of Mixed-Context Hallucination Through the Lens of Summarization
    ACL 2025 ·
    Siya Qi
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  18. ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language
    AAAI 2025 ·
    Zhaoyue Sun
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  19. Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation
    ACL 2025 ·
    Linhai Zhang
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  20. GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery
    EMNLP 2025 ·
    Italo Luis da Silva
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  21. Hatevolution: What Static Benchmarks Don't Tell Us
    ACL 2025 ·
    Chiara Di Bonaventura
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  22. LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop
    EMNLP 2025 ·
    Runcong Zhao
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  23. Modeling Subjectivity in Cognitive Appraisal with Language Models
    EMNLP 2025 ·
    Yuxiang Zhou
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  24. NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning
    EMNLP 2025 ·
    Wei Liu
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  25. PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA
    ACL 2025 ·
    Xinyu Wang
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  26. PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation
    ACL 2025 ·
    Linhai Zhang
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  27. Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning
    ICML 2025 ·
    Hanqi Yan
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  28. RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
    EMNLP 2025 ·
    Sichu Liang
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  29. Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models
    ACL 2025 ·
    Yanyue Zhang
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  30. RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following
    ACL 2025 ·
    Junru Lu
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  31. SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation
    ACL 2025 ·
    Jialong Wu
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  32. Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration
    ICML 2025 ·
    Qinglin Zhu
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  33. Sparse Activation Editing for Reliable Instruction Following in Narratives
    EMNLP 2025 ·
    Runcong Zhao
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  34. Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time
    EMNLP 2025 ·
    Jiazheng Li
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  35. WebWalker: Benchmarking LLMs in Web Traversal
    ACL 2025 ·
    Jialong Wu
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  36. Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models
    ACL 2024 ·
    Yanzheng Xiang
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  37. CPPO: Continual Learning for Reinforcement Learning with Human Feedback
    ICLR 2024 ·
    Han Zhang
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  38. Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring
    EMNLP 2024 ·
    Jiazheng Li
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  39. DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information
    ACL 2024 ·
    Artem Bobrov
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  40. Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence
    EMNLP 2024 ·
    Junru Lu
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  41. Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective
    EMNLP 2024 ·
    Hanqi Yan
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  42. Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives
    ACL 2024 ·
    Runcong Zhao
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  43. Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning
    ACL 2024 ·
    Hanqi Yan
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  44. Multi-Layer Ranking with Large Language Models for News Source Recommendation
    SIGIR 2024 ·
    Wenjia Zhang
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  45. NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing
    AAAI 2024 ·
    Runcong Zhao
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  46. OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models
    ACL 2024 ·
    Hainiu Xu
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  47. Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation
    NAACL 2024 ·
    Xingwei Tan
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  48. The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis
    EMNLP 2024 ·
    Yuxiang Zhou
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  49. Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond
    ACL 2024 ·
    Xinyu Wang
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  50. Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems
    EMNLP 2024 ·
    Italo Luis da Silva
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