| 2026 | ACL | Measuring What Matters!! Assessing Therapeutic Principles in Mental-Health Conversation. | Abdullah Mazhar, Het Riteshkumar Shah, Aseem Srivastava, Smriti Joshi, Md. Shad Akhtar |
| 2026 | LREC | Knowledge-Infused Hierarchy-Aware Emotion Recognition in Code-mixed Mental Health Counseling Conversations. | Aseem Srivastava, Kushagra Mittal, Anusha Tiwari, Md. Shad Akhtar |
| 2025 | EMNLP | Assess and Prompt: A Generative RL Framework for Improving Engagement in Online Mental Health Communities. | Bhagesh Gaur, Karan Gupta, Aseem Srivastava, Manish Gupta, Md. Shad Akhtar |
| 2025 | WWW | Figurative-cum-Commonsense Knowledge Infusion for Multimodal Mental Health Meme Classification. | Abdullah Mazhar, Zuhair Hasan Shaik, Aseem Srivastava, Polly Ruhnke, Lavanya Vaddavalli, Sri Keshav Katragadda, Shweta Yadav, Md. Shad Akhtar |
| 2024 | EMNLP | Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization. | Aseem Srivastava, Smriti Joshi, Tanmoy Chakraborty, Md. Shad Akhtar |
| 2023 | WWW | Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling. | Aseem Srivastava, Ishan Pandey, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2022 | ICWSM | A Computational Approach to Understand Mental Health from Reddit: Knowledge-Aware Multitask Learning Framework. | Usha Lokala, Aseem Srivastava, Triyasha Ghosh Dastidar, Tanmoy Chakraborty, Md. Shad Akhtar, Maryam Panahiazar, Amit P. Sheth |
| 2022 | KDD | Counseling Summarization Using Mental Health Knowledge Guided Utterance Filtering. | Aseem Srivastava, Tharun Suresh, Sarah Peregrine Lord, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2022 | WSDM | Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations. | Ganeshan Malhotra, Abdul Waheed, Aseem Srivastava, Md. Shad Akhtar, Tanmoy Chakraborty |