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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 16 of 16 1 Words are the Window to the Soul: Language-based User Representations for Fake News Detection ... The 28th International Conference on Computational Linguistics 2020; Del Tredici, Marco; Fernández, Raquel. - : Underline Science Inc., 2020 Abstract: Cognitive and social traits of individuals are reflected in language use. Moreover, individuals who are prone to spread fake news online often share common traits. Building on these ideas, we introduce a model that creates representations of individuals on social media based only on the language they produce, and use them to detect fake news. We show that language-based user representations are beneficial for this task. We also present an extended analysis of the language of fake news spreaders, showing that its main features are mostly domain independent and consistent across two English datasets. Finally, we exploit the relation between language use and connections in the social graph to assess the presence of the Echo Chamber effect in our data ... Keyword: Computer and Information Science; Natural Language Processing; Neural Network URL: https://underline.io/lecture/6359-words-are-the-window-to-the-soul-language-based-user-representations-for-fake-news-detection https://dx.doi.org/10.48448/er3b-4p08 BASE Hide details 2 Analysing Lexical Semantic Change with Contextualised Word Representations ... Giulianelli, Mario; Del Tredici, Marco; Fernández, Raquel. - : arXiv, 2020 BASE Show details 3 DUPS: Diachronic Usage Pair Similarity ... Giulianelli, Mario; Del Tredici, Marco; Fernández, Raquel. - : Zenodo, 2020 BASE Show details 4 DUPS: Diachronic Usage Pair Similarity ... Giulianelli, Mario; Del Tredici, Marco; Fernández, Raquel. - : Zenodo, 2020 BASE Show details 5 DUPS: Diachronic Usage Pair Similarity ... Giulianelli, Mario; Del Tredici, Marco; Fernández, Raquel. - : Zenodo, 2020 BASE Show details 6 Abusive Language Detection with Graph Convolutional Networks ... Mishra, Pushkar; Del Tredici, Marco; Yannakoudakis, Helen. - : Apollo - University of Cambridge Repository, 2019 BASE Show details 7 Abusive Language Detection with Graph Convolutional Networks ... Mishra, Pushkar; Del Tredici, Marco; Yannakoudakis, Helen. - : arXiv, 2019 BASE Show details 8 Author Profiling for Hate Speech Detection ... Mishra, Pushkar; Del Tredici, Marco; Yannakoudakis, Helen. - : arXiv, 2019 BASE Show details 9 A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains ... Schlechtweg, Dominik; Hätty, Anna; del Tredici, Marco. - : arXiv, 2019 BASE Show details 10 You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP ... Del Tredici, Marco; Marcheggiani, Diego; Walde, Sabine Schulte im. - : arXiv, 2019 BASE Show details 11 Abusive Language Detection with Graph Convolutional Networks Mishra, Pushkar; Del Tredici, Marco; Yannakoudakis, Helen. - : Association for Computational Linguistics, 2019. : Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019 BASE Show details 12 The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities ... Del Tredici, Marco; Fernández, Raquel. - : arXiv, 2018 BASE Show details 13 Semantic Variation in Online Communities of Practice ... Del Tredici, Marco; Fernández, Raquel. - : arXiv, 2018 BASE Show details 14 Tracing metaphors in time through self-distance in vector spaces ... Del Tredici, Marco; Nissim, Malvina; Zaninello, Andrea. - : arXiv, 2016 BASE Show details 15 A word-embedding-based sense index for regular polysemy representation Del Tredici, Marco; Bel Rafecas, Núria. - : ACL (Association for Computational Linguistics) BASE Show details 16 Short-term meaning shift: a distributional exploration Del Tredici, Marco; Boleda, Gemma; Fernández, Raquel. - : ACL (Association for Computational Linguistics) BASE Show details

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