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
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)
- 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
EPI-AI
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*.
