Anuj Pareek
3 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Healthcare & Medicine
(3)
Clinical
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Machine Learning
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
chest x-ray
(2)
radiology report
(2)
named entity recognition
(1)
latent representation
(1)
parameter-efficient fine-tuning
(1)
counterfactual explanation
(1)
in-context example
(1)
prediction explanation
(1)
counterfactual generation
(1)
clinical text
(1)
biomedical language model
(1)
radiology report summarization
(1)
model explainability
(1)
large language model
(1)
latent shift
(1)
medical report labeling
(1)
domain adaptation
(1)
radiology report labeling
(1)
medical imaging
(1)
Papers
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models
ACL 2023
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays
MIDL 2021
Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
EMNLP 2020