Karan Aggarwal
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5)
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Cross-Pollinator
(13)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(25)
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Conference Pioneer
Conferences
ACL (2)
AAAI (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
icu management
(2)
multimodal fusion
(2)
clinical note
(2)
mortality prediction
(2)
question answering
(1)
named entity recognition
(1)
multi-modal learning
(1)
adversarial training
(1)
low-resource learning
(1)
synthetic data generation
(1)
time series
(1)
activity recognition
(1)
unsupervised representation learning
(1)
language model
(1)
data selection
(1)
continual pre-training
(1)
pre-trained language model
(1)
irregular time series
(1)
time series datum
(1)
wearable device
(1)
Papers
Efficient Continual Pre-training for Building Domain Specific Large Language Models
ACL 2024
ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER
ACL 2023
Adversarial Unsupervised Representation Learning for Activity Time-Series
AAAI 2019
Using Clinical Notes with Time Series Data for ICU Management
EMNLP 2019
Using Clinical Notes with Time Series Data for ICU Management
IJCNLP 2019