Varun Nair
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Generation
(2)
Healthcare & Medicine
(1)
Applications
(1)
Clinical
(1)
Learning Paradigms
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
dialogue system
(3)
large language model
(2)
transfer learning
(1)
knowledge distillation
(1)
named entity recognition
(1)
parameter efficient
(1)
fisher information
(1)
distributed training
(1)
sparse training
(1)
few-shot prompting
(1)
medical question answering
(1)
dialogue understanding
(1)
medical summarization
(1)
medical entity
(1)
clinical dialogue
(1)
conversation summarization
(1)
virtual assistant
(1)
sparse mask
(1)
parameter-efficient training
(1)
medical conversation summarization
(1)
Papers
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants
NAACL 2024
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents
NAACL 2024
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models
ACL 2023
Training Neural Networks with Fixed Sparse Masks
NeurIPS 2021