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

Frequent coauthors

Wenhao Huang

×12

Ge Zhang

×12

Yiming Liang

×9

Yizhi Li

×9

Xingwei Qu

×7

Chenghao Xiao

×7

Siwei Wu

×6

Jiaheng Liu

×6

Ruibin Yuan

×6

Jie Fu

×6

Tyler Loakman

×5

Tianyu Zheng

×5

Papers

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values
EACL 2026 ·
Siwei Wu
,
JinCheng Ren
,
Xeron Du
,
Shuyue Guo
,
Xingwei Qu
,
Yiming Liang
,
Jie Liu
,
Yunwen Li
,
Tyler Loakman
,
Tianyu Zheng
,
Boyu Feng
,
Huaqing Yuan
,
Zili Wang
,
Jiaheng Liu
,
Wenhao Huang
,
Chenglin Cai
,
Haoran Que
,
Jian Yang
,
Yuelin Bai
,
Zekun Moore Wang
,
Zhouliang Yu
,
Qunshu Lin
,
Ding Pan
,
Yuchen Eleanor Jiang
,
Tiannan Wang
,
Wangchunshu Zhou
,
Shenzhi Wang
,
Xingyuan Bu
,
Minghao Liu
,
Guoyin Wang
,
Ge Zhang
, Chenghua Lin
HiRAS: A Hierarchical Multi-Agent Framework for Paper-to-Code Generation and Execution
ACL 2026 ·
Hanhua Hong
,
Yizhi LI
,
Jiaoyan Chen
,
Sophia Ananiadou
,
Xiaoli Li
,
Jung-jae Kim
, Chenghua Lin
MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
EACL 2026 ·
Siwei Wu
,
King Zhu
,
Yu Bai
,
Yiming Liang
,
Yizhi Li
,
Haoning Wu
,
Jiaheng Liu
,
Ruibo Liu
,
Xingwei Qu
,
Xuxin Cheng
,
Ge Zhang
,
Wenhao Huang
, Chenghua Lin
PAMAS: Self-Adaptive Multi-Agent System with Perspective Aggregation for Misinformation Detection
WWW 2026 ·
Zongwei Wang
,
Min Gao
,
Junliang Yu
,
Tong Chen
, Chenghua Lin
Prompt-Induced Linguistic Fingerprints for LLM-Generated Fake News Detection
WWW 2026 ·
Chi Wang
,
Min Gao
,
Zongwei Wang
,
Junwei Yin
,
Kai Shu
, Chenghua Lin
RIGOURATE: Quantifying Scientific Exaggeration with Evidence-Aligned Claim Evaluation
ACL 2026 ·
Joseph James
,
Chenghao Xiao
,
Yucheng Li
,
Nafise Sadat Moosavi
, Chenghua Lin
X-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation
ACL 2026 ·
Kun Zhao
,
Chenghao Xiao
,
Sixing Yan
,
Haoteng Tang
,
William K. Cheung
,
Noura Al Moubayed
,
Liang Zhan
, Chenghua Lin
Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond
EMNLP 2025 ·
Rubing Chen
,
Jiaxin Wu
,
Jian Wang
,
Xulu Zhang
,
Wenqi Fan
, Chenghua Lin,
Xiaoyong Wei
,
Li Qing
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
NAACL 2025 ·
Yuelin Bai
,
Xeron Du
,
Yiming Liang
,
Leo Jin
,
Junting Zhou
,
Ziqiang Liu
,
Feiteng Fang
,
Mingshan Chang
,
Tianyu Zheng
,
Xincheng Zhang
,
Nuo Ma
,
Zekun Moore Wang
,
Ruibin Yuan
,
Haihong Wu
,
Hongquan Lin
,
Wenhao Huang
,
Jiajun Zhang
, Chenghua Lin,
Jie Fu
,
Min Yang
,
Shiwen Ni
,
Ge Zhang
Can MLLMs Understand the Deep Implication Behind Chinese Images?
ACL 2025 ·
Chenhao Zhang
,
Xi Feng
,
Yuelin Bai
,
Xeron Du
,
Jinchang Hou
,
Kaixin Deng
,
Guangzeng Han
,
Qinrui Li
,
Bingli Wang
,
Jiaheng Liu
,
Xingwei Qu
,
Yifei Zhang
,
Qixuan Zhao
,
Yiming Liang
,
Ziqiang Liu
,
Feiteng Fang
,
Min Yang
,
Wenhao Huang
, Chenghua Lin,
Ge Zhang
,
Shiwen Ni
Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes
EMNLP 2025 ·
Tyler Loakman
,
William Thorne
, Chenghua Lin
Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework
EMNLP 2025 ·
Bohao Yang
,
Dong Liu
,
Chenghao Xiao
,
Kun Zhao
,
Chen Tang
,
Chao Li
,
Lin Yuan
,
Yang Guang
, Chenghua Lin
DocMMIR: A Framework for Document Multi-modal Information Retrieval
EMNLP 2025 ·
Zirui Li
,
Siwei Wu
,
Yizhi Li
,
Xingyu Wang
,
Yi Zhou
, Chenghua Lin
Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study
EMNLP 2025 ·
Yizheng Sun
,
Hao Li
,
Chang Xu
,
Hongpeng Zhou
, Chenghua Lin,
Riza Batista-Navarro
,
Jingyuan Sun
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
EMNLP 2025 ·
Yang Wang
,
Chenghao Xiao
,
Chia-Yi Hsiao
,
Zi Yan Chang
,
Chi-Li Chen
,
Tyler Loakman
, Chenghua Lin
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation
EMNLP 2025 ·
Bohao Yang
,
Kun Zhao
,
Dong Liu
,
Chen Tang
,
Liang Zhan
, Chenghua Lin
LIME: Less Is More for MLLM Evaluation
ACL 2025 ·
King Zhu
,
Qianbo Zang
,
Shian Jia
,
Siwei Wu
,
Feiteng Fang
,
Yizhi Li
,
Shuyue Guo
,
Tianyu Zheng
,
Jiawei Guo
,
Bo Li
,
Haoning Wu
,
Xingwei Qu
,
Jian Yang
,
Ruibo Liu
,
Xiang Yue
,
Jiaheng Liu
, Chenghua Lin,
Hamid Alinejad-Rokny
,
Min Yang
,
Shiwen Ni
,
Wenhao Huang
,
Ge Zhang
LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models
NAACL 2025 ·
Yizheng Sun
,
Yanze Xin
,
Hao Li
,
Jingyuan Sun
, Chenghua Lin,
Riza Batista-Navarro
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence
NAACL 2025 ·
Qianren Mao
,
Weifeng Jiang
,
Junnan Liu
, Chenghua Lin,
Qian Li
,
Xianqing Wen
,
Jianxin Li
,
Jinhu Lu
MuPT: A Generative Symbolic Music Pretrained Transformer
ICLR 2025 ·
Xingwei Qu
,
Yuelin Bai
,
Yinghao Ma
,
Ziya Zhou
,
Ka Man Lo
,
Jiaheng Liu
,
Ruibin Yuan
,
Lejun Min
,
Xueling Liu
,
Tianyu Zhang
,
Xeron Du
,
Shuyue Guo
,
Yiming Liang
,
Yizhi Li
,
Shangda Wu
,
Junting Zhou
,
Tianyu Zheng
,
Ziyang Ma
,
Fengze Han
,
Wei Xue
,
Gus Xia
,
Emmanouil Benetos
,
Xiang Yue
, Chenghua Lin,
Xu Tan
,
Wenhao Huang
,
Jie Fu
,
Ge Zhang
OmniBench: Towards The Future of Universal Omni-Language Models
NeurIPS 2025 ·
Yizhi Li
,
Ge Zhang
,
Yinghao Ma
,
Ruibin Yuan
,
Kang Zhu
,
Hangyu Guo
,
Yiming Liang
,
Jiaheng Liu
,
Noah Wang
,
Jian Yang
,
Siwei Wu
,
Xingwei Qu
,
Jinjie Shi
,
Xinyue Zhang
,
Zhenzhu Yang
,
Yidan Wen
,
Yanghai Wang
,
Shihao Li
,
Zhao-Xiang Zhang
,
Ruibo Liu
,
Emmanouil Benetos
,
Wenhao Huang
, Chenghua Lin
Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching
ACL 2025 ·
Jianfei Zhang
,
Bei Li
,
Jun Bai
,
Rumei Li
,
Yanmeng Wang
, Chenghua Lin,
Wenge Rong
ATLAS: Improving Lay Summarisation with Attribute-based Control
ACL 2024 ·
Zhihao Zhang
,
Tomas Goldsack
,
Carolina Scarton
, Chenghua Lin
An Open-Source Data Contamination Report for Large Language Models
EMNLP 2024 ·
Yucheng Li
,
Yunhao Guo
,
Frank Guerin
, Chenghua Lin
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models
ACL 2024 ·
Yizhi Li
,
Ge Zhang
,
Xingwei Qu
,
Jiali Li
,
Zhaoqun Li
,
Noah Wang
,
Hao Li
,
Ruibin Yuan
,
Yinghao Ma
,
Kai Zhang
,
Wangchunshu Zhou
,
Yiming Liang
,
Lei Zhang
,
Lei Ma
,
Jiajun Zhang
,
Zuowen Li
,
Wenhao Huang
, Chenghua Lin,
Jie Fu
ChatMusician: Understanding and Generating Music Intrinsically with LLM
ACL 2024 ·
Ruibin Yuan
,
Hanfeng Lin
,
Yi Wang
,
Zeyue Tian
,
Shangda Wu
,
Tianhao Shen
,
Ge Zhang
,
Yuhang Wu
,
Cong Liu
,
Ziya Zhou
,
Liumeng Xue
,
Ziyang Ma
,
Qin Liu
,
Tianyu Zheng
,
Yizhi Li
,
Yinghao Ma
,
Yiming Liang
,
Xiaowei Chi
,
Ruibo Liu
,
Zili Wang
, Chenghua Lin,
Qifeng Liu
,
Tao Jiang
,
Wenhao Huang
,
Wenhu Chen
,
Jie Fu
,
Emmanouil Benetos
,
Gus Xia
,
Roger B. Dannenberg
,
Wei Xue
,
Shiyin Kang
,
Yike Guo
LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores
ACL 2024 ·
Yiqi Liu
,
Nafise Sadat Moosavi
, Chenghua Lin
LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction
AAAI 2024 ·
Yucheng Li
,
Frank Guerin
, Chenghua Lin
Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking
EMNLP 2024 ·
Jun Bai
,
Zhuofan Chen
,
Zhenzi Li
,
Hanhua Hong
,
Jianfei Zhang
,
Chen Li
, Chenghua Lin,
Wenge Rong
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
ICLR 2024 ·
Yizhi Li
,
Ruibin Yuan
,
Ge Zhang
,
Yinghao Ma
,
Xingran Chen
,
Hanzhi Yin
,
Chenghao Xiao
, Chenghua Lin,
Anton Ragni
,
Emmanouil Benetos
,
Norbert Gyenge
,
Roger B. Dannenberg
,
Ruibo Liu
,
Wenhu Chen
,
Gus Xia
,
Yemin Shi
,
Wenhao Huang
,
Zili Wang
,
Yike Guo
,
Jie Fu
MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language
EMNLP 2024 ·
Shun Wang
,
Ge Zhang
,
Han Wu
,
Tyler Loakman
,
Wenhao Huang
, Chenghua Lin
On the Rigour of Scientific Writing: Criteria, Analysis, and Insights
EMNLP 2024 ·
Joseph James
,
Chenghao Xiao
,
Yucheng Li
, Chenghua Lin
SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation
ACL 2024 ·
Kun Zhao
,
Bohao Yang
,
Chen Tang
, Chenghua Lin,
Liang Zhan
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
ACL 2024 ·
Siwei Wu
,
Yizhi Li
,
Kang Zhu
,
Ge Zhang
,
Yiming Liang
,
Kaijing Ma
,
Chenghao Xiao
,
Haoran Zhang
,
Bohao Yang
,
Wenhu Chen
,
Wenhao Huang
,
Noura Al Moubayed
,
Jie Fu
, Chenghua Lin
With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models
EMNLP 2024 ·
Tyler Loakman
,
Yucheng Li
, Chenghua Lin