A Computational Framework for Behavioral Assessment of LLM Therapists

IMBUE: Improving Interpersonal Effectiveness through Simulation and Just-in-time Feedback with Human-Language Model Interaction

Correcting misinformation on social media with a large language model

Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring

CHI 2024

Investigating Agency of LLMs in Human-AI Collaboration Tasks

EACL 2024


Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction

ACL 2023
Outstanding Paper Award

Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support


Gendered Mental Health Stigma in Masked Language Models

EMNLP 2022


Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach

WWW 2021
Best Paper Award

A Linguistic Annotation Framework to Study Interactions in Multilingual Healthcare Conversational Forums

Ishani Mondal, Kalika Bali, Mohit Jain, Monojit Choudhury, Ashish Sharma, Evans Gitau, Jacki O'Neill, Kagonya Awori, Sarah Gitau


A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support

EMNLP 2020

Engagement Patterns of Peer-to-Peer Interactions on Mental Health Platforms

ICWSM 2020


Identifying and Analyzing Different Aspects of English-Hindi Code-Switching in Twitter


Going Beyond Content Richness: Verified Information Aware Summarization of Crisis-Related Microblogs

CIKM 2019


Insights from the Long-Tail: Learning Latent Representations of Online User Behavior in Presence of Skew and Sparsity

CIKM 2018

An Adversarial Approach to Improve Long-Tail Performance in Neural Collaborative Filtering

CIKM 2018

Characterizing and Countering Communal Microblogs during Disaster Events

TCSS 2018

Classifying and Summarizing Information from Microblogs during Epidemics