Chenghua Lin

University of Manchester — United Kingdom

Computer Science · Physical Sciences

23h-index3.4kcitations284works1.42yr avg
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Research Topics

Topic Modeling(137), Natural Language Processing Techniques(101), Speech and dialogue systems(28), Advanced Text Analysis Techniques(27), Multimodal Machine Learning Applications(26)

Publications284 total

From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
arXiv (Cornell University)·2025Open Access
Seeing isn't Hearing: Benchmarking Vision Language Models at Interpreting Spectrograms
arXiv (Cornell University)·2025Open Access
Who's Laughing Now? An Overview of Computational Humour Generation and Explanation
arXiv (Cornell University)·2025Open Access
An Approach for the Comparative Evaluation of Requirements Formalisation Approaches
Communications in computer and information science·2025
Prompt-Induced Linguistic Fingerprints for LLM-Generated Fake News Detection
arXiv (Cornell University)·2025Open Access
Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond
arXiv (Cornell University)·2025Open Access
Bridging disciplines: Enhancing integrative thinking via collaborative problem-based learning in higher education
Thinking Skills and Creativity·2025· 2 cited
Re:Form -- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny
arXiv (Cornell University)·2025Open Access
Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes
arXiv (Cornell University)·2025Open Access
First Return, Entropy-Eliciting Explore
arXiv (Cornell University)·2025Open Access
Exploring Task Performance with Interpretable Models via Sparse Auto-Encoders
arXiv (Cornell University)·2025Open Access
Latent Variable Modeling for Controllable and Diverse Generation From Large Language Models
IEEE Transactions on Artificial Intelligence·2025
EvolvTrip: Enhancing Literary Character Understanding with Temporal Theory-of-Mind Graphs
arXiv (Cornell University)·2025Open Access
Scaling Test-time Compute for LLM Agents
arXiv (Cornell University)·2025Open Access
Overview of the NLPCC 2025 Shared Task: Gender Bias Mitigation Challenge
arXiv (Cornell University)·2025Open Access
Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching
arXiv (Cornell University)·2025Open Access
DRE: An Effective Dual-Refined Method for Integrating Small and Large Language Models in Open-Domain Dialogue Evaluation
arXiv (Cornell University)·2025Open Access
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts
arXiv (Cornell University)·2025Open Access
Evidence supporting the role of hypertension in the onset of migraine
Journal of Translational Medicine·2025Open Access
Association among obesity, insulin resistance, and depressive symptoms: a mediation analysis
BMC Psychiatry·2025· 4 citedOpen Access
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Frequent Co-authors

Frank Guérin(13), Yulan He(11), Yucheng Li(4), Kam‐Fai Wong(4), Ruizhe Li(4), Guanyi Chen(4), Richard Everson(3), Rui Mao(3), Ruibo Liu(3), Wenhu Chen(3), Chen Tang(3), Adam Wyner(3), Wei Pang(2), Wei Gao(2), Matthew Collinson(2), Xiao Li(2), Tomas Goldsack(2), Zhihao Zhang(2), Carolina Scarton(2), Bohao Yang(2)