Judith Jeyafreeda Andrew
7 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (13) πΊ Lone Wolf (5)
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Research topics
Natural Language Processing
(5)
Machine Learning
(4)
Applications
(4)
Core Methods
(4)
Resources & Methods
(2)
Understanding
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
text classification
(4)
large language model
(3)
sentiment analysis
(2)
named entity recognition
(2)
clinical text
(2)
offensive language detection
(1)
code-mixed text
(1)
multi-class classification
(1)
machine learning
(1)
convolutional neural network
(1)
language model
(1)
language model fine-tuning
(1)
conditional random field
(1)
rule-based system
(1)
event extraction
(1)
social media text
(1)
legal document
(1)
sexism detection
(1)
stress detection
(1)
mental health assessment
(1)
Papers
Evaluating LLMs for Temporal Entity Extraction from Pediatric Clinical Text in Rare Diseases Context
COLING 2024
JudithJeyafreeda_StressIdent_LT-EDI@EACL2024: GPT for stress identification
EACL 2024
Team NLPeers at Chemotimelines 2024: Evaluation of two timeline extraction methods, can generative LLM do it all or is smaller model fine-tuning still relevant ?
NAACL 2024
JudithJeyafreeda at SemEval-2023 Task 10: Machine Learning for Explainable Detection of Online Sexism
SemEval 2023
JudithJeyafreedaAndrew@TamilNLP-ACL2022:CNN for Emotion Analysis in Tamil
ACL 2022
JudithJeyafreedaAndrew@DravidianLangTech-EACL2021:Offensive language detection for Dravidian Code-mixed YouTube comments
EACL 2021
Automatic Extraction of Entities and Relation from Legal Documents
ACL 2018