Search Results - "Logacheva, Varvara"

Methods for Detoxification of Texts for the Russian Language by Dementieva, Daryna, Moskovskiy, Daniil, Logacheva, Varvara, Dale, David, Kozlova, Olga, Semenov, Nikita, Panchenko, Alexander

“…We introduce the first study of the automatic detoxification of Russian texts to combat offensive language. This kind of textual style transfer can be used for…”
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Beyond plain toxic: building datasets for detection of flammable topics and inappropriate statements by Babakov, Nikolay, Logacheva, Varvara, Panchenko, Alexander

“…Toxicity on the Internet is an acknowledged problem. It includes a wide range of actions from the use of obscene words to offenses and hate speech toward…”
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Human feedback in statistical machine translation by Logacheva, Varvara

“…The thesis addresses the challenge of improving Statistical Machine Translation (SMT) systems via feedback given by humans on translation quality. The amount…”
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Beyond Plain Toxic: Detection of Inappropriate Statements on Flammable Topics for the Russian Language by Babakov, Nikolay, Logacheva, Varvara, Panchenko, Alexander

“…Toxicity on the Internet, such as hate speech, offenses towards particular users or groups of people, or the use of obscene words, is an acknowledged problem…”
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Studying the role of named entities for content preservation in text style transfer by Babakov, Nikolay, Dale, David, Logacheva, Varvara, Krotova, Irina, Panchenko, Alexander

“…Natural Language Processing and Information Systems. NLDB 2022. Lecture Notes in Computer Science, vol 13286. Springer, Cham, p.437--448 Text style transfer…”
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Detecting Inappropriate Messages on Sensitive Topics that Could Harm a Company's Reputation by Babakov, Nikolay, Logacheva, Varvara, Kozlova, Olga, Semenov, Nikita, Panchenko, Alexander

“…Not all topics are equally "flammable" in terms of toxicity: a calm discussion of turtles or fishing less often fuels inappropriate toxic dialogues than a…”
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Studying Taxonomy Enrichment on Diachronic WordNet Versions by Nikishina, Irina, Panchenko, Alexander, Logacheva, Varvara, Loukachevitch, Natalia

“…Ontologies, taxonomies, and thesauri are used in many NLP tasks. However, most studies are focused on the creation of these lexical resources rather than the…”
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Few-shot classification in Named Entity Recognition Task by Fritzler, Alexander, Logacheva, Varvara, Kretov, Maksim

“…For many natural language processing (NLP) tasks the amount of annotated data is limited. This urges a need to apply semi-supervised learning techniques, such…”
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RUSSE'2020: Findings of the First Taxonomy Enrichment Task for the Russian language by Nikishina, Irina, Logacheva, Varvara, Panchenko, Alexander, Loukachevitch, Natalia

“…This paper describes the results of the first shared task on taxonomy enrichment for the Russian language. The participants were asked to extend an existing…”
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Taxonomy Enrichment with Text and Graph Vector Representations by Nikishina, Irina, Tikhomirov, Mikhail, Logacheva, Varvara, Nazarov, Yuriy, Panchenko, Alexander, Loukachevitch, Natalia

“…Knowledge graphs such as DBpedia, Freebase or Wikidata always contain a taxonomic backbone that allows the arrangement and structuring of various concepts in…”
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Text Detoxification using Large Pre-trained Neural Models by Dale, David, Voronov, Anton, Dementieva, Daryna, Logacheva, Varvara, Kozlova, Olga, Semenov, Nikita, Panchenko, Alexander

“…We present two novel unsupervised methods for eliminating toxicity in text. Our first method combines two recent ideas: (1) guidance of the generation process…”
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Methods for Detoxification of Texts for the Russian Language by Dementieva, Daryna, Moskovskiy, Daniil, Logacheva, Varvara, Dale, David, Kozlova, Olga, Semenov, Nikita, Panchenko, Alexander

“…We introduce the first study of automatic detoxification of Russian texts to combat offensive language. Such a kind of textual style transfer can be used, for…”
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Word Sense Disambiguation for 158 Languages using Word Embeddings Only by Logacheva, Varvara, Teslenko, Denis, Shelmanov, Artem, Remus, Steffen, Ustalov, Dmitry, Kutuzov, Andrey, Artemova, Ekaterina, Biemann, Chris, Ponzetto, Simone Paolo, Panchenko, Alexander

“…Disambiguation of word senses in context is easy for humans, but is a major challenge for automatic approaches. Sophisticated supervised and knowledge-based…”
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The Second Conversational Intelligence Challenge (ConvAI2) by Dinan, Emily, Logacheva, Varvara, Malykh, Valentin, Miller, Alexander, Shuster, Kurt, Urbanek, Jack, Kiela, Douwe, Szlam, Arthur, Serban, Iulian, Lowe, Ryan, Prabhumoye, Shrimai, Black, Alan W, Rudnicky, Alexander, Williams, Jason, Pineau, Joelle, Burtsev, Mikhail, Weston, Jason

“…We describe the setting and results of the ConvAI2 NeurIPS competition that aims to further the state-of-the-art in open-domain chatbots. Some key takeaways…”
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