Research
Publications
Nikolay Babakov

Publications

Nikolay Babakov

2024
Explaining Bayesian Networks in Natural Language using Factor Arguments. Evaluation in the medical domain
Author/s: Jaime Sevilla, Nikolay Babakov, Ehud Reiter, Alberto Bugarin
Congress · First Workshop on Explainable Artificial Intelligence for the medical domain. Santiago de compostela, España. 2024
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MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages
Author/s: Daryna Dementieva, Nikolay Babakov, Alexander Panchenko
Congress · 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics. Mexico City, México. 2024
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Toxicity Classification in Ukrainian
Author/s: Daryna Dementieva, Valeriia Khylenko, Nikolay Babakov, Georg Groh
Congress · The 8th Workshop on Online Abuse and Harms (WOAH). México D.F., México. 2024
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2023
Beyond plain toxic: building datasets for detection of flammable topics and inappropriate statements
Author/s: Nikolay Babakov, Varvara Logacheva, Alexander Panchenko
Article · Language Resources and Evaluation, 2023
Ranked Q1
Error syntax aware augmentation of feedback comment generation dataset
Author/s: Nikolay Babakov, Maria Lysyuk, Alexander Shvets, Lilya Kazakova, Alexander Panchenko
Congress · 16 th International Natural Language Generation Conference. Praga, República Checa. 2023
Rated B in ICOREDownload available
Detecting Text Formality: A Study of Text Classification Approaches
Author/s: Daryna Dementieva, Nikolay Babakov, Alexander Panchenko
Congress · 14th International Conference on Recent Advances in Natural Language Processing. Barna, Vulgaria. 2023
Don’t Lose the Message While Paraphrasing: A Study on Content Preserving Style Transfer
Author/s: Nikolay Babakov, David Dale, Ilya Gusev, Irina Krotova, Alexander Panchenko
Congress · 18th International Conference on Applications of Natural Language to Information Systems. Manchester, UK. 2023
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