Zhiwen (Jerome) You
Doctoral Student
PhD, Information Sciences, Illinois (in progress)
MS, Information Management, Illinois
Research focus
My research focuses on natural language processing (NLP) on scholarly documents, including low-resource text classification, plain language summarization, and evaluation. I’m broadly interested in NLP for science.
Honors and Awards
- Excellent Instructor (IS 202), UIUC, Fall 2023
Advisor
Publications & Papers
For a complete list of publications, visit Zhiwen You's Google Scholar profile.
Zhiwen You, Kanyao Han, Haotian Zhu, Bertram Ludäscher, and Jana Diesner. 2024. SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics. arXiv preprint arXiv:2410.01946
Zhiwen You, Shruthan Radhakrishna, Shufan Ming, and Halil Kilicoglu. 2024. UIUC_BioNLP at BioLaySumm: An Extract-then-Summarize Approach Augmented with Wikipedia Knowledge for Biomedical Lay Summarization. In Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, pages 132–143, Bangkok, Thailand. Association for Computational Linguistics. DOI: 10.18653/v1/2024.bionlp-1.11
Zhiwen You*, HaeJin Lee*, Shubhanshu Mishra, Sullam Jeoung, Apratim Mishra, Jinseok Kim, and Jana Diesner. 2024. Beyond Binary Gender Labels: Revealing Gender Bias in LLMs through Gender-Neutral Name Predictions. In Proceedings of the 5th Workshop on Gender Bias in Natural Language Processing (GeBNLP), pages 255–268, Bangkok, Thailand. Association for Computational Linguistics. DOI: 10.18653/v1/2024.gebnlp-1.16
* indicates equal contribution.