Selected Publications

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