Katrina Falkner
5 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Core Methods
(4)
Natural Language Processing
(3)
Applications Β· Natural Language Processing
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Learning Paradigms
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications Β· Data Science & Analytics
(1)
Learning Types
(1)
Representation
(1)
Keywords
text classification
(4)
information extraction
(2)
social media
(2)
named entity recognition
(1)
information retrieval
(1)
offensive language detection
(1)
multi-class classification
(1)
knowledge graph
(1)
model ensemble
(1)
cyberbullying detection
(1)
knowledge discovery
(1)
mental health
(1)
scientific literature
(1)
scientific publication
(1)
cross-disciplinary research
(1)
role classification
(1)
participant role
(1)
research hypothesis
(1)
binary classification
(1)
cross-disciplinary association
(1)
Papers
LT4SG@SMM4Hβ24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models
ACL 2024
EmoMent: An Emotion Annotated Mental Health Corpus from Two South Asian Countries
COLING 2022
AdelaideCyC at SemEval-2020 Task 12: Ensemble of Classifiers for Offensive Language Detection in Social Media
SemEval 2020
Enhancing the Identification of Cyberbullying through Participant Roles
EMNLP 2020
Automatic Detection of Cross-Disciplinary Knowledge Associations
ACL 2018