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
-
textdetox/xlmr-large-toxicity-classifier-v2
Text Classification • 0.6B • Updated • 6.74k • • 14 -
s-nlp/roberta_toxicity_classifier
Text Classification • Updated • 502k • • 72 -
s-nlp/russian_toxicity_classifier
Text Classification • 0.2B • Updated • 5.97k • • 48 -
dardem/xlm-roberta-large-uk-toxicity
Text Classification • 0.6B • Updated • 51 • 2
Multilingual Formality Classification
-
s-nlp/xlmr_formality_classifier
Text Classification • 0.3B • Updated • 214 • 12 -
s-nlp/deberta-large-formality-ranker
Text Classification • 0.4B • Updated • 527 • 2 -
s-nlp/mdeberta-base-formality-ranker
Text Classification • 0.3B • Updated • 20 • 3 -
s-nlp/mdistilbert-base-formality-ranker
Text Classification • 0.1B • Updated • 12
Text Detoxification with Parallel Data
Ukrainian Texts Classification
Multilingual Formality Classification
-
s-nlp/xlmr_formality_classifier
Text Classification • 0.3B • Updated • 214 • 12 -
s-nlp/deberta-large-formality-ranker
Text Classification • 0.4B • Updated • 527 • 2 -
s-nlp/mdeberta-base-formality-ranker
Text Classification • 0.3B • Updated • 20 • 3 -
s-nlp/mdistilbert-base-formality-ranker
Text Classification • 0.1B • Updated • 12
Multilingual Toxicity Classifiers
-
textdetox/xlmr-large-toxicity-classifier-v2
Text Classification • 0.6B • Updated • 6.74k • • 14 -
s-nlp/roberta_toxicity_classifier
Text Classification • Updated • 502k • • 72 -
s-nlp/russian_toxicity_classifier
Text Classification • 0.2B • Updated • 5.97k • • 48 -
dardem/xlm-roberta-large-uk-toxicity
Text Classification • 0.6B • Updated • 51 • 2
Text Detoxification with Parallel Data