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Chenghua Lin

University of Manchester, Department of Computer Science, UK

35 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3454-2468 ↗

Venues

ACL ×12EMNLP ×12NAACL ×3EACL ×2ICLR ×2WWW ×2AAAI ×1NeurIPS ×1

Frequent coauthors

Siwei Wu
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Yizhi Li
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Joseph James
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Kun Zhao
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Tyler Loakman
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Bohao Yang
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Yizheng Sun
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Yucheng Li
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Hanhua Hong
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Zongwei Wang
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Chi Wang
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Rubing Chen
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Papers

  1. COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values
    EACL 2026 ·
    Siwei Wu
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  2. HiRAS: A Hierarchical Multi-Agent Framework for Paper-to-Code Generation and Execution
    ACL 2026 ·
    Hanhua Hong
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  3. MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
    EACL 2026 ·
    Siwei Wu
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  4. PAMAS: Self-Adaptive Multi-Agent System with Perspective Aggregation for Misinformation Detection
    WWW 2026 ·
    Zongwei Wang
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  5. Prompt-Induced Linguistic Fingerprints for LLM-Generated Fake News Detection
    WWW 2026 ·
    Chi Wang
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  6. RIGOURATE: Quantifying Scientific Exaggeration with Evidence-Aligned Claim Evaluation
    ACL 2026 ·
    Joseph James
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  7. X-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation
    ACL 2026 ·
    Kun Zhao
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  8. Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond
    EMNLP 2025 ·
    Rubing Chen
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  9. COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
    NAACL 2025 ·
    Yuelin Bai
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  10. Can MLLMs Understand the Deep Implication Behind Chinese Images?
    ACL 2025 ·
    Chenhao Zhang
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  11. Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes
    EMNLP 2025 ·
    Tyler Loakman
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  12. Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework
    EMNLP 2025 ·
    Bohao Yang
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  13. DocMMIR: A Framework for Document Multi-modal Information Retrieval
    EMNLP 2025 ·
    Zirui Li
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  14. Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study
    EMNLP 2025 ·
    Yizheng Sun
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  15. Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
    EMNLP 2025 ·
    Yang Wang
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  16. Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation
    EMNLP 2025 ·
    Bohao Yang
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  17. LIME: Less Is More for MLLM Evaluation
    ACL 2025 ·
    King Zhu
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  18. LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models
    NAACL 2025 ·
    Yizheng Sun
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  19. Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence
    NAACL 2025 ·
    Qianren Mao
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  20. MuPT: A Generative Symbolic Music Pretrained Transformer
    ICLR 2025 ·
    Xingwei Qu
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  21. OmniBench: Towards The Future of Universal Omni-Language Models
    NeurIPS 2025 ·
    Yizhi Li
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  22. Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching
    ACL 2025 ·
    Jianfei Zhang
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  23. ATLAS: Improving Lay Summarisation with Attribute-based Control
    ACL 2024 ·
    Zhihao Zhang
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  24. An Open-Source Data Contamination Report for Large Language Models
    EMNLP 2024 ·
    Yucheng Li
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  25. CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models
    ACL 2024 ·
    Yizhi Li
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  26. ChatMusician: Understanding and Generating Music Intrinsically with LLM
    ACL 2024 ·
    Ruibin Yuan
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  27. LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores
    ACL 2024 ·
    Yiqi Liu
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  28. LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction
    AAAI 2024 ·
    Yucheng Li
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  29. Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking
    EMNLP 2024 ·
    Jun Bai
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  30. MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
    ICLR 2024 ·
    Yizhi Li
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  31. MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language
    EMNLP 2024 ·
    Shun Wang
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  32. On the Rigour of Scientific Writing: Criteria, Analysis, and Insights
    EMNLP 2024 ·
    Joseph James
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  33. SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation
    ACL 2024 ·
    Kun Zhao
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  34. SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
    ACL 2024 ·
    Siwei Wu
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  35. With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models
    EMNLP 2024 ·
    Tyler Loakman
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