I am a second-year PhD student in NLP, School of Informatics, University of Edinburgh advised by Prof. Alexandra Birch and Dr. Barry Haddow.
My research interests lie in the field of Natural Language Processing. I broadly work on Multilingual LLM, SFT, Inference-time Intervention, Language Agents, and Interpretability. My recent work focuses on data-efficient methods for training LLMs, particularly techniques that fine-tune LLMs using heterogeneous data sources. I am currently exploring ways to improve LLM performance in multilingual settings, including through SFT, RL, inference-time interventions, RAG, and related approaches.
Previously, I completed MS (by Research) from Dalian University of Technology where I concentrate on the research on Neural Machine Translation. I have worked as an AI researcher for 3+ years at IT Innovation and Research Center (IIRC), and AI Application Research Center (AARC), Huawei Technologies Co., Ltd., resulting in a collective research experience of 8 years across academia and big-tech.