Pinzhen Chen

2022-23, Zhanghao Hu, Yijun Yang, and Junjie Xu, University of Edinburgh, Machine Learning Practical.
- Efficient question answering; shortlisted for a best project prize by IBM UK [LREC-COLING'24]
2024-25, Dayyán O'Brien, University of Edinburgh, Research Assistant.
- Language code and data processing as part of multilingual continued pre-training for EMMA-500 [preprint]
- DocHPLT: A massively multilingual document-level translation dataset [WMT'25]
- MatheMagic: Generating dynamic mathematics benchmarks robust to memorization [preprint]
2025, Kriti Gupta, University of Edinburgh, MSc Thesis.
- Exposing knowledge leakage in distillation: Evidence from question answering and translation.
2025, Andrés Cotton, University of Edinburgh, MSc Thesis, with Alexandra Birch.
- Finding the right place: Evaluating AI agents in open-ended multi-participant venue selection.
2025, Beatriz Gavilan, University of Edinburgh, MSc Thesis, with Alexandra Birch.
- Experiential learning in the finance domain.
2025, David Tan, Saarland University, MSc Thesis, with Koel Dutta Chowdhury.
- An analysis of cross-lingual contamination in machine translation.
2025-26, Zoran Ma, University of Edinburgh, BSc Thesis.
- Integrating "Chan Lun" (entanglement theory) into machine learning for financial markets.

Informatics Research Proposal (INFR11147): tutor and marker, 2020/21, 2024/25
Machine Learning Practical (INFR11132): mentor and marker, 2020/21, 2021/22, 2022/23
Natural Language Understanding, Generation, and Machine Translation (INFR11157): lab demonstrator, 2021/22
Introductory Applied Machine Learning (INFR11182): marker, 2020/21, 2021/22
Foundations of Natural Language Processing (INFR09028): lab demonstrator and marker, 2018/19
System Design Project (INFR09032): mentor, 2018/19
Reasoning and Agents (INFR08010): lab demonstrator, 2017/18
Processing Formal and Natural Languages (INFR08008): lab demonstrator, 2017/18