Do Models of Mental Health Based on Social Media Data Generalize? - Keith Harrigian; Carlos Alejandro Aguirre; Mark Dredze (EMNLP (Findings), 2020)

On the State of Social Media Data for Mental Health Research. - Keith Harrigian; Carlos Alejandro Aguirre; Mark Dredze (CoRR, 2020)

Gender and Racial Fairness in Depression Research using Social Media. - Carlos Alejandro Aguirre; Keith Harrigian; Mark Dredze (EACL, 2021)

Bernice: A Multilingual Pre-trained Encoder for Twitter. - Alexandra DeLucia; Shijie Wu; Aaron Mueller; Carlos Alejandro Aguirre; Philip Resnik; Mark Dredze (EMNLP, 2022)

Using Open-Ended Stressor Responses to Predict Depressive Symptoms across Demographics. - Carlos Alejandro Aguirre; Mark Dredze; Philip Resnik (CoRR, 2022)

Generalizing Fairness using Multi-Task Learning without Demographic Information. - Carlos Alejandro Aguirre; Mark Dredze (CoRR, 2023)

Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models. - Carlos Alejandro Aguirre; Kuleen Sasse; Isabel Cachola; Mark Dredze (CoRR, 2023)

Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats. - Kuleen Sasse; Carlos Alejandro Aguirre; Isabel Cachola; Sharon Levy; Mark Dredze (ACL (1), 2025)