22 citations · 46 across the 6 of their papers we have counts for
4 papers · 1 filter
Enriching Unsupervised User Embedding via Medical Concepts
Xiaolei Huang, Franck Dernoncourt, Mark Dredze
Clinical notes in Electronic Health Records (EHR) present rich documented information of patients to inference phenotype for disease diagnosis and study patient characteristics for…
User Factor Adaptation for User Embedding via Multitask Learning
Xiaolei Huang, Michael J. Paul, Robin Burke +2
Language varies across users and their interested fields in social media data: words authored by a user across his/her interests may have different meanings (e.g., cool) or sentime…
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition
Xiaolei Huang, Linzi Xing, Franck Dernoncourt +1
Existing research on fairness evaluation of document classification models mainly uses synthetic monolingual data without ground truth for author demographic attributes. In this wo…
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…