Yixuan Tang

PhD Student in NLP & Information Systems

Unlocking deep insights in financial markets with Language Models. Currently at Hong Kong University of Science and Technology (HKUST).

Yixuan Tang
HKUST

About Me

Research Focus

NLP, Information Systems, Financial Applications

Advisor

Prof. Yi Yang

Institution

Hong Kong University of Science and Technology

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Research Interests

My research focuses on advancing natural language processing technologies and their applications in information systems. I'm particularly interested in embedding models, domain adaptation of large language models, and financial NLP applications.

Financial NLP

Developing specialized NLP models for financial text analysis, sentiment detection, and market prediction.

LLM Adaptation

Techniques for efficiently adapting large language models to specialized domains with limited data.

Embedding Models

Dedicated to designing and optimizing text embedding models for professional domains like finance.

Business Applications

Practical implementations of NLP in business intelligence, decision support, and customer service.

Featured Research Projects

Publications

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Education

MPhil in Information Systems

2024 - Present

Hong Kong University of Science and Technology (HKUST)

Master in Big Data Technology

2021 - 2022

Hong Kong University of Science and Technology (HKUST)

Bachelor in Computer Science

2017 - 2021

Chongqing University

Get In Touch

Interested in collaborating or learning more about my research? Feel free to reach out through any of the channels below.

Location

HKUST, Clear Water Bay, Hong Kong