Biography
Hi! My name is Chao-Wei Huang and I’m a Ph.D. candidate at National Taiwan University, advised by Prof. Yun-Nung (Vivian) Chen. My research interests include dialogue modeling and retrieval-augmented large language models. Previously, I worked as a Research Scientist Intern at Amazon Alexa AI (‘20, ‘21) and Meta AI Research (‘22, ‘23).
Interests
- Computational Linguistics
- Information Retrieval
Education
Ph.D. in Computer Science and Information Engineering, 2018
National Taiwan University
B.S. in Computer Science and Information Engineering, 2014
National Taiwan University
Experience
Research Scientist Intern
Meta AI Research (FAIR)
Research Scientist Intern
Meta AI
Applied Scientist Intern
Amazon Alexa AI
Applied Scientist Intern
Amazon Alexa AI
Recent Publications
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(2024).
InstUPR: Instruction-based Unsupervised Passage Reranking with Large Language Models.
arXiv preprint arXiv:2403.16435.
(2024).
Investigating Decoder-only Large Language Models for Speech-to-text Translation.
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH.
(2024).
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling.
*Pro- ceedings of the 18th Conference of the European Chapter of the Association for Com- putational Linguistics *.
(2023).
CONVERSER: Few-shot Conversational Dense Retrieval with Synthetic Data Generation.
Proceedings of the 24th Annual Meeting of the Special Interest Group on Discourse and Dialogue.
(2023).
Visually-Enhanced Phrase Understanding.
Findings of the Association for Computational Linguistics: ACL 2023.