Selected Publications

For an up-to-date list, please refer to my Google Scholar page.

2025

Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information [PDF]
Yingya Li, Timothy Miller, Steven Bethard, Guergana Savova
Journal of Biomedical Informatics

WorldMedQA-V: A Multilingual, Multimodal Medical Examination Dataset for Multimodal Language Models Evaluation [PDF]
João Matos, Shan Chen, Siena Kathleen V. Placino, Yingya Li, Timothy Miller, Steven Bethard, Guergana Savova
Findings NAACL 2025

Evaluating Large Language Model Performance to Support the Diagnosis and Management of Patients with Primary Immune Disorders [PDF]
*Nicholas L. Rider, *Yingya Li, Aaron T. Chin, et al. (*equal contribution)
JACI

2024

Evaluating the ChatGPT Family of Models for Biomedical Reasoning and Classification [PDF]
*Shan Chen, *Yingya Li, Sheng Lu, Hoang Van, Hugo JWL Aerts, Guergana Savova, Danielle S. Bitterman (*equal contribution)
JAMIA

2023

Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models [PDF]
*Lijing Wang, *Yingya Li, Timothy Miller, Steven Bethard, Guergana Savova (*equal contribution)
ACL 2023

Measuring Pointwise V-Usable Information In-Context-ly [PDF]
Sheng Lu, Shan Chen, Yingya Li, Danielle Bitterman, Guergana Savova, Iryna Gurevych
Findings EMNLP 2023

Can ChatGPT Understand Causal Language in Science Claims? [PDF]
Yuheun Kim, Lu Guo, Bei Yu, Yingya Li
Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis Workshop at ACL 2023

2022

"Devils Are in the Details": Annotating Specificity of Clinical Advice from Medical Literature [PDF]
Yingya Li, Bei Yu
Understanding Implicit and Underspecified Language Workshop at NAACL 2022

Advice Giving in Medical Research Literature [PDF]
Yingya Li, Bei Yu
iConference 2022

2021

Detecting Health Advice in Medical Research Literature [PDF]
Yingya Li, Jun Wang, Bei Yu
EMNLP 2021

2020

Measuring Correlation-to-Causation Exaggeration in Press Releases [PDF]
Bei Yu, Jun Wang, Lu Guo, Yingya Li
COLING 2020

2019

Detecting Causal Language Use in Science Findings [PDF]
Bei Yu, Yingya Li, Jun Wang
EMNLP 2019

Identifying Finding Sentences in Conclusion Subsections of Biomedical Abstracts
Yingya Li, Bei Yu
iConference 2019