Pradeepika Verma
3 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Natural Language Processing
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI
(2)
Generation
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Clinical
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
benchmark evaluation
(1)
domain generalization
(1)
transfer learning
(1)
medical imaging
(1)
chain-of-thought reasoning
(1)
commonsense knowledge
(1)
cross-modal retrieval
(1)
domain knowledge
(1)
multimodal retrieval
(1)
weight averaging
(1)
healthcare application
(1)
retrieval-augmented generation
(1)
medical domain
(1)
multi-hop reasoning
(1)
abstractive summarization
(1)
knowledge-grounded dialogue
(1)
prefix tuning
(1)
empathetic response generation
(1)
Papers
M3Retrieve: Benchmarking Multimodal Retrieval for Medicine
EMNLP 2025
MENDER: Multi-hop Commonsense and Domain-specific CoT Reasoning for Knowledge-grounded Empathetic Counseling of Crime Victims
NAACL 2025
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization
ACL 2023