Justin Chih-Yao Chen
CS Ph.D. Student @ UNC Chapel Hill
I am a first-year Ph.D. student at The University of North Carolina at Chapel Hill, advised by Prof. Mohit Bansal. Prior to that, I earned my master’s degree from the Data Science Program at National Taiwan University, advised by Dr. Lun-Wei Ku and Prof. Hsin-Hsi Chen. My research interests lie generally in Natural Language Processing, LLM Reasoning, Representation Learning and Knowledge Graph.
When I was an undergraduate, I double majored in Computer Science and Statistics at National Cheng Kung University. I had the pleasure of working close with Prof. Cheng-Te Li, on topics related to Relation Extraction and Recommendation System.
MAGDi: Structured Distillation from Multi-agent Conversation
Structured Distillation of Multi-Agent Interaction GraphsReConcile: Round-Table Conference Among Diverse LLMs
Improve LLM reasoning via multi-round discussions.HyoEmo: Fine-grained Emotion Classification
Label-Aware Hyperbolic Embeddings for Fine-grained Emotion Classification.Education
Ph.D. in Computer Science
UNC at Chapel Hill 2023-PresentM.S. in Data Science
National Taiwan University 2020-2022B.S. in CS & B.B.A in Statistics
National Cheng Kung University 2016-2020Work Experience
Institute of Information Science, Academia Sinica
Research Assistant NLPSA Lab • 2020-2022Institute of Data Science, National Cheng Kung University
Research & Teaching Assistant NetAI Lab • 2017-2020Codementor
Data Scientist Intern Summer 2019News
Feb 2, 2024 | Check out MAGDi, our new preprint on arxiv! |
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Oct 7, 2023 | We have a paper accepted to EMNLP 2023! |
Sep 22, 2023 | Check out ReConcile, our new preprint on arxiv! |
May 4, 2023 | We have two papers accepted to ACL 2023. |
Apr 1, 2023 | I will be joining MURGe-Lab and begin my Ph.D. journey! |
Feb 16, 2023 | We have a paper accepted to IEEE ICASSP 2023. |
Selected Publications
- PreprintMAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models2024
- Preprint
- EMNLP’23