Nikolay Babakov

According to our database, Nikolay Babakov authored at least 24 papers between 2021 and 2026.

Collaborative distances:

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

2026

On the role of explanations in machine learning prediction of nonalcoholic steatohepatitis.

Nikolay Babakov, Elena Rezgova, Ehud Reiter, Alberto Bugarín Diz

Prog. Artif. Intell., March, 2026

2025

Evaluating Text Style Transfer: A Nine-Language Benchmark for Text Detoxification.

Vitaly Protasov, Nikolay Babakov, Daryna Dementieva, Alexander Panchenko

CoRR, July, 2025

Reusability of Bayesian Networks case studies: a survey.

Nikolay Babakov, Adarsa Sivaprasad, Ehud Reiter, Alberto Bugarín Diz

Appl. Intell., April, 2025

Explaining Bayesian Networks Reasoning to the General Public: Insights from the User Study.

Nikolay Babakov, Ehud Reiter, Alberto Bugarín

MAI-XAI@ECAI, 2025

Evaluation of Explainable AI by Medical Experts: a Survey of the Existing Approaches.

Nikolay Babakov, Elena Rezgova, Ehud Reiter, Alberto Bugarín

Proceedings of the Second Workshop on Second Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2025) co-located with 28th European Conference on Artificial Intelligence (ECAI 2025), 2025

EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian.

Daryna Dementieva, Nikolay Babakov, Alexander Fraser

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Multilingual and Explainable Text Detoxification with Parallel Corpora.

Daryna Dementieva, Nikolay Babakov, Amit Ronen, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Daniil Alekhseevich Moskovskiy, Elisei Stakovskii, Eran Kaufman, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko

Proceedings of the 31st International Conference on Computational Linguistics, 2025

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

Nikolay Babakov, Ehud Reiter, Alberto Bugarín Diz

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Overview of the Multilingual Text Detoxification Task at PAN 2025.

Daryna Dementieva, Vitaly Protasov, Nikolay Babakov, Naquee Rizwan, Ilseyar Alimova, Caroline Brun, Vasily Konovalov, Arianna Muti, Chaya Liebeskind, Marina Litvak, Debora Nozza, Shehryaar Shah Khan, Sotaro Takeshita, Natalia Vanetik, Abinew Ali Ayele, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Ashraf Elnagar, Animesh Mukherjee, Alexander Panchenko

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum, 2025

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages.

Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine de Kock, Nirmal Surange, Daniela Teodorescu, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino D. M. A. Ali, Ilseyar Alimova, Vladimir Araujo, Nikolay Babakov, Naomi Baes, Ana-Maria Bucur, Andiswa Bukula, Guanqun Cao, Rodrigo Tufiño Cardenas, Rendi Chevi, Chiamaka Ijeoma Chukwuneke, Alexandra Ciobotaru, Daryna Dementieva, Murja Sani Gadanya, Robert Geislinger, Bela Gipp, Oumaima Hourrane, Oana Ignat, Falalu Ibrahim Lawan, Rooweither Mabuya, Rahmad Mahendra, Vukosi Marivate, Alexander Panchenko, Andrew Piper, Charles Henrique Porto Ferreira, Vitaly Protasov, Samuel Rutunda, Manish Shrivastava, Aura Cristina Udrea, Lilian Diana Awuor Wanzare, Sophie Wu, Florian Valentin Wunderlich, Hanif Muhammad Zhafran, Tianhui Zhang, Yi Zhou, Saif M. Mohammad

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery.

Nikolay Babakov, Ehud Reiter, Alberto Bugarín Diz

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), 2025

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

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

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

Jaime Sevilla, Nikolay Babakov, Ehud Reiter, Alberto Bugarín

Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 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