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海角社区

Faculty of Modern and Medieval Languages and Linguistics

 

Dr Zihao Fu

Position(s): 
Affiliated Lecturer
Department/Section: 
Theoretical and Applied Linguistics
Faculty of Modern & Medieval Languages & Linguistics
Contact details: 
Location: 

Language Technology Lab Faculty of Modern and听Medieval Languages and Linguistics Raised Faculty Building 海角社区 Sidgwick Avenue 海角社区 CB3 9DA United Kingdom

About: 

听Dr. Zihao Fu

Affiliated Lecturer Language Technology Lab Department of Theoretical and Applied Linguistics Faculty of Modern and Medieval Languages and Linguistics 海角社区

听滨苍迟谤辞诲耻肠迟颈辞苍

I am an Affiliated Lecturer at the Language Technology Lab, 海角社区. My research focuses on Natural Language Processing, Large Language Models, and their applications in biomedical domains. I conduct interdisciplinary research involving computational linguistics, machine learning, and algorithmic fairness, with particular emphasis on text generation, parameter-efficient fine-tuning, and biomedical named entity recognition.

Academic Background - Ph.D. (2017-2021): Systems Engineering, The Chinese University of Hong Kong - Postdoctoral Research: 海角社区 (2021-2024) - Postdoctoral Research: University of Oxford (2024-Present)

Research interests: 

- Natural Language Processing - Large Language Models - Text Generation and Parameter-efficient Fine-tuning - Biomedical Named Entity Recognition - Machine Learning and Algorithmic Fairness - LLM Policy and Ethics

Recent research projects: 

EPI-AI

Published works: 

1. Kaivalya Rawal, **Zihao Fu**, Eoin Delaney, and Chris Russell. "Evaluating Model Explanations without Ground Truth". *FAccT 2025*.

2. Eoin Delaney, **Zihao Fu**, Sandra Wachter, Brent Mittelstadt, Chris Russell. "OxonFair: A Flexible Toolkit for Algorithmic Fairness". *NeurIPS 2024*.

3. **Zihao Fu**, Meiru Zhang, Zaiqiao Meng, Yannan Shen, David Buckeridge, Nigel Collier. "BAND: Biomedical Alert News Dataset". *AAAI 2024*.

4. **Zihao Fu**, Anthony Man-Cho So, Nigel Collier. "A Stability Analysis of Fine-Tuning a Pre-Trained Model". *PrePrint*.

5. **Zihao Fu**, Wai Lam, Qian Yu, Anthony Man-Cho So, Shengding Hu, Zhiyuan Liu, Nigel Collier. "Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder". *PrePrint*.

6. **Zihao Fu**, Yixuan Su, Zaiqiao Meng, Nigel Collier. "Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization". *EMNLP 2023*.

7. **Zihao Fu**, Yixuan Su, Zaiqiao Meng, Nigel Collier. "On the Effectiveness of Parameter-Efficient Fine-Tuning". *AAAI 2023*.

8. **Zihao Fu**. "Open Domain Text Generation". *PhD Thesis, CUHK, 2021*.

9. **Zihao Fu**, Wai Lam, Anthony Man-Cho So, Bei Shi. "A Theoretical Analysis of the Repetition Problem in Text Generation". *AAAI 2021*.

10. **Zihao Fu**, Wai Lam, Anthony Man-Cho So, Bei Shi. "Open Domain Event Text Generation". *AAAI 2020*.

11. **Zihao Fu**, Wai Lam, Anthony Man-Cho So, Bei Shi. "Partially-Aligned Data-to-Text Generation with Distant Supervision". *EMNLP 2020*.

12. **Zihao Fu**, Wai Lam, Anthony Man-Cho So, Bei Shi. "Dynamic Topic Tracker for KB-to-Text Generation". *COLING 2020*.

13. **Zihao Fu**, Wai Lam, Anthony Man-Cho So, Bei Shi. "Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning". *AACL-IJCNLP 2020*.

Events