Chia-hsuan Lee
Applied Researcher at Capital One
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolChia-hsuan (Michael) Lee is an applied researcher specializing in language modeling and dialogue agents, holding a PhD from the University of Washington and currently based in New York with nine years of research experience. His work spans academia and industry, from a PhD in ECE/NLP to internships at Google Brain, Google, Microsoft Research, and Apple, where he advanced long-context multilingual and multimodal language models and built real-world datasets for text-to-SQL. Now at Capital One, he applies state-of-the-art representation learning and scalable NLP techniques to practical problems in industry. Known for blending rigorous published research with engineering pragmatism, he often focuses on long-document understanding and quantized representations—a niche that bridges speech, text, and efficient model deployment.
10 years of coding experience
8 years of employment as a software developer
PhD in Electrical and Computer Engineering, Natural Language Processing, PhD in Electrical and Computer Engineering, Natural Language Processing at University of WashingtonBachelor of Science (BS), Electrical and Electronics Engineering, Bachelor of Science (BS), Electrical and Electronics Engineering at National Taiwan University
Chinese, English, French
Github Skills (30)
squad10
prompt-tuning10
seq2seq10
question-answering10
natural-language-processing9
schema9
multistage9
dialogue-systems9
prompting9
language-model8
transformer-architecture8
arabic-nlp7
machine-learning7
nlp7
tensorflow6
Programming languages (3)
Github contributions (5)
Chia-Hsuan-Lee/DST-as-Prompting
Sep 2021 - Mar 2022
Source code for Dialogue State Tracking with a Language Model using Schema-Driven Prompting
Contributions:15 commits, 21 pushes, 1 branch in 6 months
language-modeldialoguedialogue-state-trackingnatural-language-processingprompt-tuning
Chia-Hsuan-Lee/chia-hsuan-lee.github.io
Nov 2018 - Jul 2026
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:74 pushes, 3 branches in 7 years 9 months
templategithub-pages-templatemmistakesmistakesjekyll
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