Yue Guo

yue/profile.jpg

614 E. Daniel Street

Room 4131

Champaign, IL 61820

Assistant Professor @ UIUC. Previously: UW/AI2/Google/MSR/JHU.

I am an Assistant Professor in the School of Information Sciences (iSchool) at the University of Illinois Urbana–Champaign (UIUC), with an affiliated faculty position in the Department of Computer Science.

I earned my Ph.D. in Health Informatics from the University of Washington, working under the mentorship of Trevor Cohen. Before that, I was a postdoctoral researcher at the Johns Hopkins University School of Medicine. I hold a Master’s degree in Epidemiology from the Johns Hopkins Bloomberg School of Public Health and an M.B.B.S. degree (equivalent to an M.D.) from Capital Medical University.

My research broadly focuses on natural language processing in the medical domain, with a particular interest in enhancing the accessibility and personalization of health information through NLP methodologies.

I will be recruiting multiple PhD students from the iSchool and CS programs starting in Fall 2025. If you’re interested in working with me, please fill out this form.

news

Sep 20, 2024 Excited to share that our paper for plain language summarization evaluation has been accepted to #EMNLP2024! 🌟 I’ll be in Miami for the conference—feel free to reach out if you’d like to chat! 📩
Mar 13, 2024 My AI2 intern project work has been accepted at NAACL 2024 🎉🥂 Personalized Jargon Identification for Enhanced Interdisciplinary Communication
Jan 15, 2024 :round_pushpin:Check out my new publication: Retrieval Augmentation of Large Language Models for Lay Language Generation

selected publications

  1. Personalized jargon identification for enhanced interdisciplinary communication
    Yue Guo, Joseph Chee Chang, Maria Antoniak, Erin Bransom, Trevor Cohen, Lucy Lu Wang, and Tal August
    In Proceedings of Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024
  2. APPLS: A meta-evaluation testbed for plain language summarization
    Yue Guo, Tal August, Gondy Leroy, Trevor Cohen, and Lucy Lu Wang
    arXiv preprint arXiv:2305.14341, 2023
  3. Retrieval augmentation of large language models for lay language generation
    Yue Guo, Wei Qiu, Gondy Leroy, Sheng Wang, and Trevor Cohen
    Journal of Biomedical Informatics, 2023
  4. Automated lay language summarization of biomedical scientific reviews
    Yue Guo, Wei Qiu, Yizhong Wang, and Trevor Cohen
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2021
  5. Crossing the “Cookie Theft” corpus chasm: applying what BERT learns from outside data to the ADReSS challenge dementia detection task
    Yue Guo, Changye Li, Carol Roan, Serguei Pakhomov, and Trevor Cohen
    Frontiers in Computer Science, 2021