CV

Education

Research Assistant, Supervised by Prof. Markus Leippold, Univeristy of Zurich, 2023.
MSc. in Artificial Intelligence, Distinction Graduate, Imperial College London, 2023.
BSc. in Statistics Economics and Finance, First Honour Graduate, University College London, 2021.

Honesty Calibration of LLMs, University of Zurich, May 2024 - Present.
- Aims to develop methods to calibrate LLMs’ confidence score on the factual claim generated during long-form generation.
- Joint with Jingwei Ni, Supervised by Prof. Markus Leippold.
Critic Model for the Quality of Retrieval Augmented Generations, University of Zurich, Mar 2024 - Present.
- Aims to develop a critic model to evaluate the quality and automatically provide critique on plausible improvement, given a retrieval augmented generated text.
- Joint with Jingwei Ni, Supervised by Prof. Markus Leippold.
Active Learning to Train Clinical Report Generation Models, Imperial College London, Mar 2023 - Sep 2023.
- Studies the effect of different active learning strategies on actively tuning multimodal models into clinical domain specialised models.
- Proposed and developed a novel active learning framework that can achieve the above goal.
- Co-supervised by Dr. Kai Sun and Dr. Jingqing Zhang.
- Proceedings of the 23rd Workshop on Biomedical Natural Language Processing.

Data Analyst Intern, Customer Research & User Experience Design Center, Tencent, Jun 2019 - Aug 2019.
Intern, Mainland Client Development, Hong Kong Exchange (HKEx), Apr 2019 – Jun 2019.
Intern, Corporate Finance, Haitong International Capital Limited, Jun 2017 – Jul 2017.

My group achieved 1st in 22-23 cohort at the NLP course project “Patronizing and Condescending Language Detection” on the same task in SemEval-2022 Task 4, with the help of 2 classmates.
I was a committee member of the Chinese Society in UCL, helping chinese student to connect with each other within the university.
Other Interests: Learning languages, Basketball, Snowboarding…