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most citedA Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework

3 citations · 3 across the 11 of their papers we have counts for

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cs.CL2025

Redefining Experts: Interpretable Decomposition of Language Models for Toxicity Mitigation

Zuhair Hasan Shaik, Abdullah Mazhar, Aseem Srivastava +1

Large Language Models have demonstrated impressive fluency across diverse tasks, yet their tendency to produce toxic content remains a critical challenge for AI safety and public t…

cs.CL2025

Assess and Prompt: A Generative RL Framework for Improving Engagement in Online Mental Health Communities

Bhagesh Gaur, Karan Gupta, Aseem Srivastava +2

Online Mental Health Communities (OMHCs) provide crucial peer and expert support, yet many posts remain unanswered due to missing support attributes that signal the need for help.…

cs.CL2025

Figurative-cum-Commonsense Knowledge Infusion for Multimodal Mental Health Meme Classification

Abdullah Mazhar, Zuhair hasan shaik, Aseem Srivastava +5

The expression of mental health symptoms through non-traditional means, such as memes, has gained remarkable attention over the past few years, with users often highlighting their…

cs.CL2025

Sentiment-guided Commonsense-aware Response Generation for Mental Health Counseling

Aseem Srivastava, Gauri Naik, Alison Cerezo +2

The crisis of mental health issues is escalating. Effective counseling serves as a critical lifeline for individuals suffering from conditions like PTSD, stress, etc. Therapists fo…

cs.CL2025

Trust Modeling in Counseling Conversations: A Benchmark Study

Aseem Srivastava, Zuhair Hasan Shaik, Tanmoy Chakraborty +1

In mental health counseling, a variety of earlier studies have focused on dialogue modeling. However, most of these studies give limited to no emphasis on the quality of interactio…