Ali Omrani
5 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
hate speech detection
(2)
bias mitigation
(2)
multi-task learning
(1)
few-shot learning
(1)
text classification
(1)
content moderation
(1)
multiple instance learning
(1)
instance selection
(1)
language model
(1)
logit pairing
(1)
multi-task model
(1)
task adaptation
(1)
counterfactual fairness
(1)
word embedding
(1)
sensitive feature
(1)
counterfactual generation
(1)
perspective modeling
(1)
annotation budget
(1)
large language model
(1)
subjective task
(1)
Papers
Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation
EMNLP 2024
Reinforced Multiple Instance Selection for Speaker Attribute Prediction
NAACL 2024
Towards a Unified Framework for Adaptable Problematic Content Detection via Continual Learning
NAACL 2024
Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model
ACL 2023
Improving Counterfactual Generation for Fair Hate Speech Detection
ACL 2021