Supervision
- 2022-23, Zhanghao Hu, Yijun Yang, and Junjie Xu, Machine Learning Practical at University of Edinburgh.
- Efficient question answering; shortlisted for a best project prize by IBM UK [LREC-COLING'24]
- 2024-25, Dayyán O'Brien, research assistant at University of Edinburgh.
- 2024-25, Kriti Gupta, MSc thesis at University of Edinburgh.
- Exposing knowledge leakage in distillation: Evidence from question answering and translation.
- 2025-26, Zoran Ma, BSc thesis at University of Edinburgh.
- Integrating the entanglement theory into machine learning for financial markets.
Co-Supervision
- 2024-25, Andrés Cotton, MSc thesis at University of Edinburgh, with Alexandra
Birch.
- Finding the right place: Evaluating AI agents in open-ended multi-participant venue selection.
- 2024-25, Beatriz Gavilan, MSc thesis at University of Edinburgh, with Alexandra Birch.
- Experiential learning in the finance domain.
- 2025-26, David Tan, MSc thesis at Saarland University, with Koel Dutta Chowdhury and Josef van Genabith.
- Cross-direction contamination in multilingual translation [under review]
Teaching at Queen's University Belfast
- Introduction to Artificial Intelligence and Machine Learning (CSC2062): 2025-26 with Baharak Ahmaderaghi
Teaching Assistance at University of Edinburgh
- Informatics Research Proposal (INFR11147): 2020-21, 2024-25
- Machine Learning Practical (INFR11132): 2020-21, 2021-22, 2022-23
- Natural Language Understanding, Generation, and Machine Translation (INFR11157): 2021-22
- Introductory Applied Machine Learning (INFR11182): 2020-21, 2021-22
- Foundations of Natural Language Processing (INFR09028): 2018-19
- System Design Project (INFR09032): 2018-19
- Reasoning and Agents (INFR08010): 2017-18
- Processing Formal and Natural Languages (INFR08008): 2017-18