Interpreting Social Media-Based Substance Use Prediction Models with Knowledge Distillation. - Tao Ding; Fatema Hasan; Warren K. Bickel; Shimei Pan (ICTAI, 2018)

Integrating Text Embedding with Traditional NLP Features for Clinical Relation Extraction. - Fatema Hasan; Arpita Roy; Shimei Pan (ICTAI, 2020)

Building High Performance Explainable Machine Learning Models for Social Media-based Substance Use Prediction. - Tao Ding; Fatema Hasan; Warren K. Bickel; Shimei Pan (Int. J. Artif. Intell. Tools, 2020)

Learning User Embeddings from Temporal Social Media Data: A Survey. - Fatema Hasan; Kevin S. Xu 001; James R. Foulds; Shimei Pan (CoRR, 2021)

Teach me with a Whisper: Enhancing Large Language Models for Analyzing Spoken Transcripts using Speech Embeddings. - Fatema Hasan; Yulong Li; James R. Foulds; Shimei Pan; Bishwaranjan Bhattacharjee (CoRR, 2023)

DoubleDistillation: Enhancing LLMs for Informal Text Analysis using Multistage Knowledge Distillation from Speech and Text. - Fatema Hasan; Yulong Li; James R. Foulds; Shimei Pan; Bishwaranjan Bhattacharjee (ICMI, 2024)