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Studying the role of named entities for content preservation in text style transfer



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

* Natural Language Processing and Information Systems. NLDB 2022. Lecture Notes in Computer Science, vol 13286. Springer, Cham, p.437--448 

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RuArg-2022: Argument Mining Evaluation



Evgeny Kotelnikov , Natalia Loukachevitch , Irina Nikishina , Alexander Panchenko

* Accepted by Dialogue-2022 conference 

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Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution



Nikolay Arefyev , Boris Sheludko , Alexander Podolskiy , Alexander Panchenko

* Proceedings of the 28th International Conference on Computational Linguistics, pages 1242-1255, Barcelona, Spain (Online). International Committee on Computational Linguistics. 2022 
* arXiv admin note: text overlap with arXiv:2006.00031 

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Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models



Daniil Moskovskiy , Daryna Dementieva , Alexander Panchenko


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MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering



Viktoriia Chekalina , Anton Razzhigaev , Albert Sayapin , Alexander Panchenko


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Detecting Text Formality: A Study of Text Classification Approaches



Daryna Dementieva , Ivan Trifinov , Andrey Likhachev , Alexander Panchenko


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



Nikolay Babakov , Varvara Logacheva , Alexander Panchenko

* arXiv admin note: text overlap with arXiv:2103.05345 

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Taxonomy Enrichment with Text and Graph Vector Representations



Irina Nikishina , Mikhail Tikhomirov , Varvara Logacheva , Yuriy Nazarov , Alexander Panchenko , Natalia Loukachevitch


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Text Detoxification using Large Pre-trained Neural Models



David Dale , Anton Voronov , Daryna Dementieva , Varvara Logacheva , Olga Kozlova , Nikita Semenov , Alexander Panchenko

* Submitted to the EMNLP 2021 conference 

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Methods for Detoxification of Texts for the Russian Language



Daryna Dementieva , Daniil Moskovskiy , Varvara Logacheva , David Dale , Olga Kozlova , Nikita Semenov , Alexander Panchenko


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