Walid Maalej
4 papers · 2020–2022 · 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
(12)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
text classification
(4)
semi-supervised learning
(3)
uncertainty estimation
(2)
logistic regression
(1)
uncertainty quantification
(1)
content moderation
(1)
bayesian modeling
(1)
recurrent neural network
(1)
sentiment analysis
(1)
real-time classification
(1)
model prediction
(1)
transformer embedding
(1)
neural network
(1)
online forum
(1)
user comment analysis
(1)
human moderation
(1)
Papers
Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers
ACL 2022
Forum 4.0: An Open-Source User Comment Analysis Framework
EACL 2021
REM: Efficient Semi-Automated Real-Time Moderation of Online Forums
ACL 2021
Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs
COLING 2020