Arpita Roy
5 papers · 2018–2021 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(4)
Applications
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Core Methods
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
word embedding
(3)
text classification
(2)
semi-supervised learning
(2)
ensemble learning
(1)
sequence labeling
(1)
natural language processing
(1)
information extraction
(1)
named entity recognition
(1)
semantic representation
(1)
open information extraction
(1)
ensemble method
(1)
pre-trained language model
(1)
malware classification
(1)
medical knowledge
(1)
syntactic feature
(1)
nlp application
(1)
malware analysis
(1)
clinical relation extraction
(1)
token labeling
(1)
unsupervised word representation
(1)
Papers
Incorporating medical knowledge in BERT for clinical relation extraction
EMNLP 2021
Incorporating Extra Knowledge to Enhance Word Embedding
IJCAI 2020
Predicting Malware Attributes from Cybersecurity Texts
NAACL 2019
Supervising Unsupervised Open Information Extraction Models
EMNLP 2019
UMBC at SemEval-2018 Task 8: Understanding Text about Malware
SemEval 2018