Akshay S. Chaudhari
4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π£ Hot Topic Early Bird
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Cross-Pollinator
(13)
π₯
Mega-Team
(30)
Conferences
ACL (2)
AAAI (1)
MIDL (1)
Top co-authors
Keywords
large language model
(2)
self-supervised learning
(1)
medical imaging
(1)
data augmentation
(1)
natural language generation
(1)
image reconstruction
(1)
instruction following
(1)
semantic similarity
(1)
parameter-efficient fine-tuning
(1)
electronic health record
(1)
in-context example
(1)
radiology report
(1)
biomedical named entity recognition
(1)
clinical text
(1)
radiology report summarization
(1)
consistency training
(1)
data programming
(1)
physics-driven model
(1)
domain adaptation
(1)
span recommendation
(1)
Papers
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
AAAI 2024
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models
ACL 2023
Interactive Span Recommendation for Biomedical Text
ACL 2023
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction
MIDL 2022