Papers by Priya Mishra
Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs (2026.eacl-long)
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Manoj Balaji Jagadeeshan, Samarth Bhatia, Pretam Ray, Harshul Raj Surana, Akhil Rajeev P, Priya Mishra, Annarao Kulkarni, Ganesh Ramakrishnan, Prathosh Ap, Pawan Goyal
| Challenge: | Large language models are capable of creative generation tasks but prominently for high-resource languages. |
| Approach: | They propose to use large language models for structured poetry generation in Sanskrit . their constrained decoding method achieves 99.86% syntactic accuracy . |
| Outcome: | The proposed model outperforms the existing model in generating metrically valid Sanskrit poetry. |
GuideQ: Framework for Guided Questioning for progressive informational collection and classification (2025.findings-naacl)
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| Challenge: | Using a new multilingual dataset, we examine how LLMs can be used to represent factual knowledge across languages. |
| Approach: | They propose a methodology to measure the extent of representation sharing across languages by repurposing knowledge editing methods. |
| Outcome: | The proposed model can answer a question consistently across languages and can store the answers in a shared representation for several languages. |
e-THERAPIST: I suggest you to cultivate a mindset of positivity and nurture uplifting thoughts (2023.emnlp-main)
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| Challenge: | Existing mental health workforce is struggling to meet the needs adequately. |
| Approach: | They propose a novel polite interpersonal psychotherapy dialogue system that is annotated at two levels: dialogue-level and utterance-level. |
| Outcome: | The proposed system can address depression, anxiety, schizophrenia and other mental health issues. |
PAL to Lend a Helping Hand: Towards Building an Emotion Adaptive Polite and Empathetic Counseling Conversational Agent (2023.acl-long)
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| Challenge: | The social stigma associated with mental illness prevents individuals from addressing their issues and getting assistance. |
| Approach: | They propose to build a Polite and empAthetic conversational agent PAL to lay down the counseling support to substance addicts and crime victims. |
| Outcome: | The proposed agent is scalable and can be easily modified with different modules of preference models as per need. |