1 citations · 1 across the 4 of their papers we have counts for
4 papers
Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts
Weisi Liu, Guangzeng Han, Xiaolei Huang
Time is implicitly embedded in classification process: classifiers are usually built on existing data while to be applied on future data whose distributions (e.g., label and token)…
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…
Time Matters: Examine Temporal Effects on Biomedical Language Models
Weisi Liu, Zhe He, Xiaolei Huang
Time roots in applying language models for biomedical applications: models are trained on historical data and will be deployed for new or future data, which may vary from training…
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…