Kevin Yen
4 papers · 2020–2022 · 2 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
(16)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Applications
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Techniques
(1)
Keywords
text classification
(2)
adversarial training
(2)
masked language model
(1)
toxicity detection
(1)
content moderation
(1)
adversarial attack
(1)
adversarial defense
(1)
parameter efficiency
(1)
semantic preservation
(1)
masked language modeling
(1)
hate speech detection
(1)
text perturbation
(1)
text normalization
(1)
propensity scoring
(1)
hate speech classification
(1)
text moderation
(1)
transformer model
(1)
beta regression
(1)
model compression
(1)
proactive detection
(1)
Papers
Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense
ACL 2022
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation
EMNLP 2021
HABERTOR: An Efficient and Effective Deep Hatespeech Detector
EMNLP 2020
TNT: Text Normalization based Pre-training of Transformers for Content Moderation
EMNLP 2020