Daryna Dementieva

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 30

Top Topics

Knowledge Transfer

Language Independent

Top Venues

Publications

Daryna Dementieva, Valeriia Khylenko, Georg Groh
Ukrainian Texts Classification: Exploration of Cross-lingual Knowledge Transfer Approaches. CoRR (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
Overview of the Multilingual Text Detoxification Task at PAN 2024. CLEF (Working Notes) (2024)
Daryna Dementieva, Nikolay Babakov, Alexander Panchenko
MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages. CoRR (2024)
Seid Muhie Yimam, Daryna Dementieva, Tim Fischer, Daniil Moskovskiy, Naquee Rizwan, Punyajoy Saha, Sarthak Roy, Martin Semmann, Alexander Panchenko, Chris Biemann, Animesh Mukherjee
Demarked: A Strategy for Enhanced Abusive Speech Moderation through Counterspeech, Detoxification, and Message Management. CoRR (2024)
Janek Bevendorff, Xavier Bonet Casals, Berta Chulvi, Daryna Dementieva, Ashaf Elnagar, Dayne Freitag, Maik Fröbe, Damir Korencic, Maximilian Mayerl, Animesh Mukherjee, Alexander Panchenko, Martin Potthast, Francisco Rangel, Paolo Rosso, Alisa Smirnova, Efstathios Stamatatos, Benno Stein, Mariona Taulé, Dmitry Ustalov, Matti Wiegmann, Eva Zangerle
Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification - Extended Abstract. ECIR (6) (2024)
Daryna Dementieva, Valeriia Khylenko, Nikolay Babakov, Georg Groh
Toxicity Classification in Ukrainian. CoRR (2024)
Mohamed Hesham Ibrahim Abdalla, Simon Malberg, Daryna Dementieva, Edoardo Mosca, Georg Groh
A Benchmark Dataset to Distinguish Human-Written and Machine-Generated Scientific Papers. Inf. 14 (10) (2023)
Daniel Schroter, Daryna Dementieva, Georg Groh
Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models. CoRR (2023)
Daryna Dementieva, Daniil Moskovskiy, David Dale, Alexander Panchenko
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification. CoRR (2023)
Edoardo Mosca, Daryna Dementieva, Tohid Ebrahim Ajdari, Maximilian Kummeth, Kirill Gringauz, Georg Groh
IFAN: An Explainability-Focused Interaction Framework for Humans and NLP Models. CoRR (2023)
Daryna Dementieva, Daniil Moskovskiy, David Dale, Alexander Panchenko
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification. IJCNLP (1) (2023)
Daniel Schroter, Daryna Dementieva, Georg Groh
Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models. SemEval@ACL (2023)
Daryna Dementieva, Nikolay Babakov, Alexander Panchenko
Detecting Text Formality: A Study of Text Classification Approaches. RANLP (2023)
Adam Rydelek, Daryna Dementieva, Georg Groh
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning. CoRR (2023)
Daryna Dementieva, Mikhail Kuimov, Alexander Panchenko
Multiverse: Multilingual Evidence for Fake News Detection. J. Imaging 9 (4) (2023)
Adam Rydelek, Daryna Dementieva, Georg Groh
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning. SemEval@ACL (2023)
Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko
Exploring Cross-lingual Text Detoxification with Large Multilingual Language Models. ACL (student) (2022)
Daryna Dementieva, Mikhail Kuimov, Alexander Panchenko
Multiverse: Multilingual Evidence for Fake News Detection. CoRR (2022)
Mikhail Kuimov, Daryna Dementieva, Alexander Panchenko
SkoltechNLP at SemEval-2022 Task 8: Multilingual News Article Similarity via Exploration of News Texts to Vector Representations. SemEval@NAACL (2022)
Varvara Logacheva, Daryna Dementieva, Sergey Ustyantsev, Daniil Moskovskiy, David Dale, Irina Krotova, Nikita Semenov, Alexander Panchenko
ParaDetox: Detoxification with Parallel Data. ACL (1) (2022)
Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko
Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models. CoRR (2022)
Daryna Dementieva, Ivan Trifinov, Andrey Likhachev, Alexander Panchenko
Detecting Text Formality: A Study of Text Classification Approaches. CoRR (2022)
David Dale, Anton Voronov, Daryna Dementieva, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko
Text Detoxification using Large Pre-trained Neural Models. EMNLP (1) (2021)
Daryna Dementieva, Daniil Moskovskiy, Varvara Logacheva, David Dale, Olga Kozlova, Nikita Semenov, Alexander Panchenko
Methods for Detoxification of Texts for the Russian Language. Multimodal Technol. Interact. 5 (9) (2021)
Daryna Dementieva, Alexander Panchenko
Cross-lingual Evidence Improves Monolingual Fake News Detection. ACL (student) (2021)
Daryna Dementieva, Sergey Ustyantsev, David Dale, Olga Kozlova, Nikita Semenov, Alexander Panchenko, Varvara Logacheva
Crowdsourcing of Parallel Corpora: the Case of Style Transfer for Detoxification. CSW@VLDB (2021)
David Dale, Anton Voronov, Daryna Dementieva, Varvara Logacheva, Olga Kozlova, Nikita Semenov, Alexander Panchenko
Text Detoxification using Large Pre-trained Neural Models. CoRR (2021)
Daryna Dementieva, Daniil Moskovskiy, Varvara Logacheva, David Dale, Olga Kozlova, Nikita Semenov, Alexander Panchenko
Methods for Detoxification of Texts for the Russian Language. CoRR (2021)
Daryna Dementieva, Alexander Panchenko
Fake News Detection using Multilingual Evidence. DSAA (2020)
Daryna Dementieva, Igor Markov, Alexander Panchenko
SkoltechNLP at SemEval-2020 Task 11: Exploring Unsupervised Text Augmentation for Propaganda Detection. SemEval@COLING (2020)