Yingya Li

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Natural Language

Imbalanced Data

Causal Reasoning

Top Venues

Publications

Shan Chen, Yingya Li, Sheng Lu, Hoang Van, Hugo J. W. L. Aerts, Guergana K. Savova, Danielle S. Bitterman
Evaluating the ChatGPT family of models for biomedical reasoning and classification. J. Am. Medical Informatics Assoc. 31 (4) (2024)
Guangming Huang, Yunfei Long, Yingya Li, Giorgos Papanastasiou
From explainable to interpretable deep learning for natural language processing in healthcare: how far from reality? CoRR (2024)
Lijing Wang, Yingya Li, Timothy A. Miller, Steven Bethard, Guergana Savova
Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models. ACL (1) (2023)
Shan Chen, Yingya Li, Sheng Lu, Hoang Van, Hugo J. W. L. Aerts, Guergana K. Savova, Danielle S. Bitterman
Evaluation of ChatGPT Family of Models for Biomedical Reasoning and Classification. CoRR (2023)
Sheng Lu, Shan Chen, Yingya Li, Danielle S. Bitterman, Guergana Savova, Iryna Gurevych
Measuring Pointwise \mathcalV-Usable Information In-Context-ly. EMNLP (Findings) (2023)
Guangming Huang, Yunfei Long, Cunjin Luo, Yingya Li
LIDA: Lexical-Based Imbalanced Data Augmentation for Content Moderation. PACLIC (2023)
Sheng Lu, Shan Chen, Yingya Li, Danielle S. Bitterman, Guergana Savova, Iryna Gurevych
Measuring Pointwise $\mathcal{V}$-Usable Information In-Context-ly. CoRR (2023)
Yuheun Kim, Lu Guo, Bei Yu, Yingya Li
Can ChatGPT Understand Causal Language in Science Claims? WASSA@ACL (2023)
Yingya Li, Bei Yu
Advice Giving in Medical Research Literature. iConference (2) (2022)
Yingya Li, Jun Wang, Bei Yu
Detecting Health Advice in Medical Research Literature. EMNLP (1) (2021)
Bei Yu, Jun Wang, Lu Guo, Yingya Li
Measuring Correlation-to-Causation Exaggeration in Press Releases. COLING (2020)
Yingya Li, Bei Yu
Identifying Finding Sentences in Conclusion Subsections of Biomedical Abstracts. iConference (2019)
Bei Yu, Yingya Li, Jun Wang
Detecting Causal Language Use in Science Findings. EMNLP/IJCNLP (1) (2019)
Yingya Li, Jieke Zhang, Bei Yu
An NLP Analysis of Exaggerated Claims in Science News. NLPmJ@EMNLP (2017)
Sam Jackson, Feifei Zhang, Olga Boichak, Lauren Bryant, Yingya Li, Jeff Hemsley, Jennifer Stromer-Galley, Bryan C. Semaan, Nancy McCracken
Identifying Political Topics in Social Media Messages: A Lexicon-Based Approach. SMSociety (2017)