I am a full-time research staff at University of Massachusetts Lowell (UMass Lowell), working under the guidance of Prof. Hong Yu. I earned my Bachelor's degrees in Computer Science and Mathematics from The College of Wooster, followed by a Master's degree in Computer Science from University of Massachusetts Amherst. From 2023-2024, I served as a visting researcher at University of Minnesota Twin Cities, where I was mentored by Prof. Dongyeop Kang.
My research is centered on developing and evaluating AI-powered systems that aim to improve the well-being of marginalized communities, with a focus on education and healthcare settings.
[Updated Sep 2024] Here is my full CV.
Most recent publications on Google Scholar.
‡ indicates equal contribution.
How Far Can We Extract Diverse Perspectives from Large Language Models? Paper
Shirley Anugrah Hayati, Minhwa Lee, Dheeraj Rajagopal, Dongyeop Kang
EMNLP 2024
Benchmarking Cognitive Biases in Large Language Models as Evaluators Paper Data
Ryan Koo, Minhwa Lee, Vipul Raheja, Jong Inn Park, Zae Myung Kim, Dongyeop Kang
Findings of ACL 2024
Human-AI Collaborative Taxonomy Construction: A Case Study of Profession-specific Writing Assistants Paper Code
Minhwa Lee, Zae Myung Kim, Vivek A. Khetan, Dongyeop Kang
The Third In2Writing Workshop at CHI 2024
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data Paper
Vijeta Deshpande, Minhwa Lee, Zonghai Yao, Zihao Zhang, Jason B. Gibbons, Hong Yu
LREC-COLING 2024
Under the Surface: Tracking the Artifactuality of LLM-Generated Data Paper Code Data
Debarati Das‡, Karin De Langis‡, Anna Martin‡, Jaehyung Kim‡, Minhwa Lee‡, Zae Myung Kim‡, Shirley Hayati, Risako Owan, Bin Hu, Ritik Parkar, Ryan Koo, Jonginn Park, Aahan Tyagi, Libby Ferland, Sanjali Roy, Vincent Liu, Dongyeop Kang
Under Review by Computational Linguistics
Socioeconomic and Geographic Disparities... [Full Title to be disclosed after acceptance]
Minhwa Lee‡, Yifan Zhang‡, Jason B. Gibbons, Huan-Yuan Chen, Zonghai Yao, Yan Wang, Feiyun Ouyang, David Levy, Katherine L. Tucker, Hong Yu
Under Review by Nature Scientific Reports
How Far Can We Extract Diverse Perspectives from Large Language Models? PDF
Shirley Anugrah Hayati, Minhwa Lee, Dheeraj Rajagopal, Dongyeop Kang
EMNLP 2024
Benchmarking Cognitive Biases in Large Language Models as Evaluators PDF
Ryan Koo, Minhwa Lee, Vipul Raheja, Jong Inn Park, Zae Myung Kim, Dongyeop Kang
Findings of ACL 2024
Human-AI Collaborative Taxonomy Construction: A Case Study of Profession-specific Writing Assistants PDF Code
Minhwa Lee, Zae Myung Kim, Vivek A. Khetan, Dongyeop Kang
The Third In2Writing Workshop at CHI 2024
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data PDF
Vijeta Deshpande, Minhwa Lee, Zonghai Yao, Zihao Zhang, Jason B. Gibbons, Hong Yu
LREC-COLING 2024
Under the Surface: Tracking the Artifactuality of LLM-Generated Data PDF Code
Debarati Das‡, Karin De Langis‡, Anna Martin‡, Jaehyung Kim‡, Minhwa Lee‡, Zae Myung Kim‡, Shirley Hayati, Risako Owan, Bin Hu, Ritik Parkar, Ryan Koo, Jonginn Park, Aahan Tyagi, Libby Ferland, Sanjali Roy, Vincent Liu, Dongyeop Kang
Under Review by Computational Linguistics
Socioeconomic and Geographic Disparities... [Full Title to be disclosed after acceptance]
Minhwa Lee‡, Yifan Zhang‡, Jason B. Gibbons, Huan-Yuan Chen, Zonghai Yao, Yan Wang, Feiyun Ouyang, David Levy, Katherine L. Tucker, Hong Yu
Under Review by Nature Scientific Reports