Daryna Dementieva
dardem
AI & ML interests
Text Style Transfer, Harmful Information Detection, Toxicity and Hate Speech Detection, Text Detoxification, NLP for Social Good
Organizations
Multilingual Toxicity Classifiers
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textdetox/xlmr-large-toxicity-classifier-v2
Text Classification • 0.6B • Updated • 3.2k • 13 -
s-nlp/roberta_toxicity_classifier
Text Classification • Updated • 801k • • 71 -
s-nlp/russian_toxicity_classifier
Text Classification • 0.2B • Updated • 3.63k • • 48 -
dardem/xlm-roberta-large-uk-toxicity
Text Classification • 0.6B • Updated • 9 • 2
Multilingual Formality Classification
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s-nlp/xlmr_formality_classifier
Text Classification • 0.3B • Updated • 268 • 12 -
s-nlp/deberta-large-formality-ranker
Text Classification • 0.4B • Updated • 243 • 2 -
s-nlp/mdeberta-base-formality-ranker
Text Classification • 0.3B • Updated • 31 • 3 -
s-nlp/mdistilbert-base-formality-ranker
Text Classification • 0.1B • Updated • 89
Text Detoxification with Parallel Data
Ukrainian Texts Classification
Multilingual Formality Classification
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s-nlp/xlmr_formality_classifier
Text Classification • 0.3B • Updated • 268 • 12 -
s-nlp/deberta-large-formality-ranker
Text Classification • 0.4B • Updated • 243 • 2 -
s-nlp/mdeberta-base-formality-ranker
Text Classification • 0.3B • Updated • 31 • 3 -
s-nlp/mdistilbert-base-formality-ranker
Text Classification • 0.1B • Updated • 89
Multilingual Toxicity Classifiers
-
textdetox/xlmr-large-toxicity-classifier-v2
Text Classification • 0.6B • Updated • 3.2k • 13 -
s-nlp/roberta_toxicity_classifier
Text Classification • Updated • 801k • • 71 -
s-nlp/russian_toxicity_classifier
Text Classification • 0.2B • Updated • 3.63k • • 48 -
dardem/xlm-roberta-large-uk-toxicity
Text Classification • 0.6B • Updated • 9 • 2
Text Detoxification with Parallel Data