18 citations · 20 across the 5 of their papers we have counts for
5 papers
Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models
Precious Jones, Weisi Liu, I-Chan Huang +1
Data imbalance is a fundamental challenge in applying language models to biomedical applications, particularly in ICD code prediction tasks where label and demographic distribution…
Chain-of-Interaction: Enhancing Large Language Models for Psychiatric Behavior Understanding by Dyadic Contexts
Guangzeng Han, Weisi Liu, Xiaolei Huang +1
Automatic coding patient behaviors is essential to support decision making for psychotherapists during the motivational interviewing (MI), a collaborative communication interventio…
Token Imbalance Adaptation for Radiology Report Generation
Yuexin Wu, I-Chan Huang, Xiaolei Huang
Imbalanced token distributions naturally exist in text documents, leading neural language models to overfit on frequent tokens. The token imbalance may dampen the robustness of rad…
Using Linguistic Features to Estimate Suicide Probability of Chinese Microblog Users
Lei Zhang, Xiaolei Huang, Tianli Liu +2
If people with high risk of suicide can be identified through social media like microblog, it is possible to implement an active intervention system to save their lives. Based on t…
Detecting Suicidal Ideation in Chinese Microblogs with Psychological Lexicons
Xiaolei Huang, Lei Zhang, Tianli Liu +3
Suicide is among the leading causes of death in China. However, technical approaches toward preventing suicide are challenging and remaining under development. Recently, several ac…