Search Results - "Dementieva, Daryna"

A Benchmark Dataset to Distinguish Human-Written and Machine-Generated Scientific Papers by Abdalla, Mohamed Hesham Ibrahim, Malberg, Simon, Dementieva, Daryna, Mosca, Edoardo, Groh, Georg

“…As generative NLP can now produce content nearly indistinguishable from human writing, it is becoming difficult to identify genuine research contributions in…”
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Multiverse: Multilingual Evidence for Fake News Detection by Dementieva, Daryna, Kuimov, Mikhail, Panchenko, Alexander

“…The rapid spread of deceptive information on the internet can have severe and irreparable consequences. As a result, it is important to develop technology that…”
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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 the automatic detoxification of Russian texts to combat offensive language. This kind of textual style transfer can be used for…”
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ChatGPT for good? On opportunities and challenges of large language models for education by Kasneci, Enkelejda, Sessler, Kathrin, Küchemann, Stefan, Bannert, Maria, Dementieva, Daryna, Fischer, Frank, Gasser, Urs, Groh, Georg, Günnemann, Stephan, Hüllermeier, Eyke, Krusche, Stephan, Kutyniok, Gitta, Michaeli, Tilman, Nerdel, Claudia, Pfeffer, Jürgen, Poquet, Oleksandra, Sailer, Michael, Schmidt, Albrecht, Seidel, Tina, Stadler, Matthias, Weller, Jochen, Kuhn, Jochen, Kasneci, Gjergji

“…Large language models represent a significant advancement in the field of AI. The underlying technology is key to further innovations and, despite critical…”
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Fake News Detection using Multilingual Evidence by Dementieva, Daryna, Panchenko, Alexander

“…Nowadays, misleading information spreads over the internet at an incredible speed, which can lead to irreparable consequences. As a result, it is becoming more…”
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Ukrainian Texts Classification: Exploration of Cross-lingual Knowledge Transfer Approaches by Dementieva, Daryna, Khylenko, Valeriia, Groh, Georg

“…Despite the extensive amount of labeled datasets in the NLP text classification field, the persistent imbalance in data availability across various languages…”
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MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages by Dementieva, Daryna, Babakov, Nikolay, Panchenko, Alexander

“…Text detoxification is a textual style transfer (TST) task where a text is paraphrased from a toxic surface form, e.g. featuring rude words, to the neutral…”
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AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning by Rydelek, Adam, Dementieva, Daryna, Groh, Georg

“…The Explainable Detection of Online Sexism task presents the problem of explainable sexism detection through fine-grained categorisation of sexist cases with…”
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Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models by Schroter, Daniel, Dementieva, Daryna, Groh, Georg

“…This paper presents the best-performing approach alias "Adam Smith" for the SemEval-2023 Task 4: "Identification of Human Values behind Arguments". The goal of…”
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Multiverse: Multilingual Evidence for Fake News Detection by Dementieva, Daryna, Kuimov, Mikhail, Panchenko, Alexander

“…Misleading information spreads on the Internet at an incredible speed, which can lead to irreparable consequences in some cases. It is becoming essential to…”
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Toxicity Classification in Ukrainian by Dementieva, Daryna, Khylenko, Valeriia, Babakov, Nikolay, Groh, Georg

“…The task of toxicity detection is still a relevant task, especially in the context of safe and fair LMs development. Nevertheless, labeled binary toxicity…”
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Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models by Moskovskiy, Daniil, Dementieva, Daryna, Panchenko, Alexander

“…Detoxification is a task of generating text in polite style while preserving meaning and fluency of the original toxic text. Existing detoxification methods…”
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Detecting Text Formality: A Study of Text Classification Approaches by Dementieva, Daryna, Babakov, Nikolay, Panchenko, Alexander

“…Formality is one of the important characteristics of text documents. The automatic detection of the formality level of a text is potentially beneficial for…”
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Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification by Dementieva, Daryna, Moskovskiy, Daniil, Dale, David, Panchenko, Alexander

“…Text detoxification is the task of transferring the style of text from toxic to neutral. While here are approaches yielding promising results in monolingual…”
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Crafting Tomorrow's Headlines: Neural News Generation and Detection in English, Turkish, Hungarian, and Persian by Üyük, Cem, Rovó, Danica, Kolli, Shaghayegh, Varol, Rabia, Groh, Georg, Dementieva, Daryna

“…In the era dominated by information overload and its facilitation with Large Language Models (LLMs), the prevalence of misinformation poses a significant…”
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IFAN: An Explainability-Focused Interaction Framework for Humans and NLP Models by Mosca, Edoardo, Dementieva, Daryna, Ajdari, Tohid Ebrahim, Kummeth, Maximilian, Gringauz, Kirill, Zhou, Yutong, Groh, Georg

“…Interpretability and human oversight are fundamental pillars of deploying complex NLP models into real-world applications. However, applying explainability and…”
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Demarked: A Strategy for Enhanced Abusive Speech Moderation through Counterspeech, Detoxification, and Message Management by Yimam, Seid Muhie, Dementieva, Daryna, Fischer, Tim, Moskovskiy, Daniil, Rizwan, Naquee, Saha, Punyajoy, Roy, Sarthak, Semmann, Martin, Panchenko, Alexander, Biemann, Chris, Mukherjee, Animesh

“…Despite regulations imposed by nations and social media platforms, such as recent EU regulations targeting digital violence, abusive content persists as a…”
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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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