9 citations · 12 across the 16 of their papers we have counts for
4 papers · 1 filter
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…
Length-Aware Multi-Kernel Transformer for Long Document Classification
Guangzeng Han, Jack Tsao, Xiaolei Huang
Lengthy documents pose a unique challenge to neural language models due to substantial memory consumption. While existing state-of-the-art (SOTA) models segment long texts into equ…
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…