Nikolay Babakov

According to our database, Nikolay Babakov authored at least 14 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Beyond plain toxic: building datasets for detection of flammable topics and inappropriate statements.

Nikolay Babakov, Varvara Logacheva, Alexander Panchenko

Lang. Resour. Evaluation, June, 2024

Explaining Bayesian Networks in Natural Language using Factor Arguments. Evaluation in the medical domain.

Jaime Sevilla, Nikolay Babakov, Ehud Reiter, Alberto Bugarín

CoRR, 2024

Scalability of Bayesian Network Structure Elicitation with Large Language Models: a Novel Methodology and Comparative Analysis.

Nikolay Babakov, Ehud Reiter, Alberto Bugarín

CoRR, 2024

Toxicity Classification in Ukrainian.

Daryna Dementieva, Valeriia Khylenko, Nikolay Babakov, Georg Groh

CoRR, 2024

MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages.

Daryna Dementieva, Nikolay Babakov, Alexander Panchenko

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Overview of the Multilingual Text Detoxification Task at PAN 2024.

Daryna Dementieva, Daniil Moskovskiy, Nikolay Babakov, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Dmitry Ustalov, Elisei Stakovskii, Alisa Smirnova, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification Condensed Lab Overview.

Abinew Ali Ayele, Nikolay Babakov, Janek Bevendorff, Xavier Bonet Casals, Berta Chulvi, Daryna Dementieva, Ashaf Elnagar, Dayne Freitag, Maik Fröbe, Damir Korencic, Maximilian Mayerl, Daniil Moskovskiy, Animesh Mukherjee, Alexander Panchenko, Martin Potthast, Francisco Rangel, Naquee Rizwan, Paolo Rosso, Florian Schneider, Alisa Smirnova, Efstathios Stamatatos, Elisei Stakovskii, Benno Stein, Mariona Taulé, Dmitry Ustalov, Xintong Wang, Matti Wiegmann, Seid Muhie Yimam, Eva Zangerle

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2024

2023

Detecting Text Formality: A Study of Text Classification Approaches.

Daryna Dementieva, Nikolay Babakov, Alexander Panchenko

Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Don't Lose the Message While Paraphrasing: A Study on Content Preserving Style Transfer.

Nikolay Babakov, David Dale, Ilya Gusev, Irina Krotova, Alexander Panchenko

Proceedings of the Natural Language Processing and Information Systems, 2023

Error syntax aware augmentation of feedback comment generation dataset.

Nikolay Babakov, Maria Lysyuk, Alexander Shvets, Lilya Kazakova, Alexander Panchenko

Proceedings of the 16th International Natural Language Generation Conference, 2023

2022

Beyond Plain Toxic: Detection of Inappropriate Statements on Flammable Topics for the Russian Language.

Nikolay Babakov, Varvara Logacheva, Alexander Panchenko

CoRR, 2022

Studying the Role of Named Entities for Content Preservation in Text Style Transfer.

Nikolay Babakov, David Dale, Varvara Logacheva, Irina Krotova, Alexander Panchenko

Proceedings of the Natural Language Processing and Information Systems, 2022

A large-scale computational study of content preservation measures for text style transfer and paraphrase generation.

Nikolay Babakov, David Dale, Varvara Logacheva, Alexander Panchenko

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022

2021

Detecting Inappropriate Messages on Sensitive Topics that Could Harm a Company's Reputation.

Nikolay Babakov, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko

CoRR, 2021