Hi! Nice to meet you! I am Chia-Hsuan (Michael) Lee (李佳軒). I am a fifth-year PhD student at University of Washington, where I am advised by Prof. Mari Ostendorf in the Natural Language Processing Group. I also work closely with Prof. Noah A. Smith.
My research interests are deep learning/machine learning and their applications in natural language processing. My recent research interests are
- Conversational AI (SDP-DST (EMNLP 2021), IC-DST (EMNLP 2022), OrchestraLLM)
- text-to-SQL parsing (KaggleDBQA (ACL2021), IC-DST (EMNLP 2022))
- multilingual NLP (DOCmT5 (NAACL 2022), CLQA)
I served on organzing comittees of Multilingual Information Access Workshop and program committees of Structured and Unstructured Knowledge Integration Workshop. I review for EMNLP, ACL, NAACL, COLING and ARR.
I have a Master’s degree in computer science from National Taiwan University working with Prof. Lin-Shan Lee, Prof. Hung-Yi Lee and Prof. Yun-Nung Chen on spoken question answering (Spoken-SQuAD, ODSQA, Adversarial Learning SQA).
Here is my CV
You can find me at: chiahlee [at] uw [dot] edu
- 11/2023: Our paper on orchestrating SLM and LLM with a retrieval-based dynamic router for task-oriented dialogues is out on arxiv, “OrchestraLLM” is out on arxiv!
- 07/2023: Our paper on collaborative human-LM framework for conversation generation, “DialGen” is out on arxiv!
- 10/2022: Our paper on in-context learning for dialogue “IC-DST” is accepted to EMNLP2022 Findings! “Twitter”
- 06/2022: Started the internship with Ankur Bapna and Yu Zhang at Google Brain Research, New York.
- 04/2022: Our paper “DOCmT5” is accepted to NAACL2022 Findings! “Twitter”
- 03/2022: Our new preprint In-Context Learning for Few-Shot Dialogue State Tracking is out!
- 02/2022: Our workshop on Multilingual Information Access (MIA) will be held at NAACL2022 in Seattle! Call for Paper and Shared Task are out!
- 12/2021: Our new preprint on “Document-level Multillingual Pretraining” is out!
- 08/2021: Our paper “Dialogue State Tracking with a Language Model using Schema-Driven Prompting” is accepted to EMNLP2021 main conference.
- 05/2021: Will be an AI Research intern at Translation Research Team, Google this summer with Melvin Johnson.
- 05/2021: Our paper “KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers” is accpted to ACL2021 main conference. Data page and download link available!