Papers by Harneet Singh Khanuja
Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use (2025.naacl-long)
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Mohit Chandra, Siddharth Sriraman, Gaurav Verma, Harneet Singh Khanuja, Jose Suarez Campayo, Zihang Li, Michael L. Birnbaum, Munmun De Choudhury
| Challenge: | Adverse Drug Reactions (ADRs) from psychiatric medications are the leading cause of hospitalizations among mental health patients. |
| Approach: | They propose a benchmark and a framework to evaluate LLMs' ability to detect ADRs . they find that LLM responses are more complex and harder to read than experts . |
| Outcome: | The proposed framework evaluates LLMs' ability to detect and deliver expert-aligned mitigation strategies. |
Reasoning Is Not All You Need: Examining LLMs for Multi-Turn Mental Health Conversations (2026.acl-long)
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| Challenge: | Existing evaluation frameworks focus on diagnostic accuracy and win-rates and often overlook alignment with patient-specific goals, values, and personalities required for meaningful conversations. |
| Approach: | They propose a framework for synthetically generating realistic, multi-turn mental health sensemaking conversations and a dataset to examine their models in healthcare settings. |
| Outcome: | The proposed framework synthesizes a dataset comprising over 2,200 patient–LLM conversations and evaluates them using human-centric criteria. |