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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 Page: 1 2 3 Hits 1 – 20 of 50 1 HateBERT: Retraining BERT for Abusive Language Detection in English ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Basile, Valerio; Caselli, Tommaso. - : Underline Science Inc., 2021 BASE Show details 2 We Need to Consider Disagreement in Evaluation Basile, Valerio; Fell, Michael; Fornaciari, Tommaso. - : Association for Computational Linguistics, 2021. : country:USA, 2021. : place:Stroudsburg, PA, 2021 BASE Show details 3 Resources and benchmark corpora for hate speech detection: a systematic review [<Journal>] Poletto, Fabio [Verfasser]; Basile, Valerio [Verfasser]; Sanguinetti, Manuela [Verfasser]. DNB Subject Category Language Show details 4 Multilingual Irony Detection with Dependency Syntax and Neural Models Signarella, Alessandra Teresa; Basile, Valerio; Sanguinetti, Manuela... In: Proceedings of the 28th International Conference on Computational Linguistics ; 28th International Conference on Computational Linguistics (COLING 2020) ; https://hal.archives-ouvertes.fr/hal-03102480 ; 28th International Conference on Computational Linguistics (COLING 2020), Dec 2020, Barcelona (Online), Spain. pp.1346-1358 ; https://www.aclweb.org/anthology/2020.coling-main.116/ (2020) BASE Show details 5 Modeling Annotator Perspective and Polarized Opinions to Improve Hate Speech Detection Akhtar, Sohail; Basile, Valerio; Patti, Viviana In: Proceedings of the AAAI Conference on Human Computation and Crowdsourcing; Vol 8 No 1 (2020): Proceedings of the Eighth AAAI Conference on Human Computation and Crowdsourcing; 151-154 (2020) BASE Show details 6 Modeling Annotator Perspective and Polarized Opinions to Improve Hate Speech Detection Akhtar, Sohail; Basile, Valerio; Patti, Viviana In: Proceedings of the AAAI Conference on Human Computation and Crowdsourcing; Vol. 8 No. 1 (2020): Proceedings of the Eighth AAAI Conference on Human Computation and Crowdsourcing; 151-154 (2020) BASE Show details 7 Multilingual Irony Detection with Dependency Syntax and Neural Models ... Cignarella, Alessandra Teresa; Basile, Valerio; Sanguinetti, Manuela. - : arXiv, 2020 BASE Show details 8 Multilingual Irony Detection with Dependency Syntax and Neural Models ... The 28th International Conference on Computational Linguistics 2020; Basile, Valerio; Benamara, Farah. - : Underline Science Inc., 2020 BASE Show details 9 HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language Koufakou, Anna; Pamungkas, Endang Wahyu; Basile, Valerio; Patti, Viviana. - : Association for Computational Linguistics, 2020. : country:USA, 2020. : place:209 N EIGHTH STREET, STROUDSBURG, PA 18360 USA, 2020 Abstract: The detection of abusive or offensive remarks in social texts has received significant attention in research. In several related shared tasks, BERT has been shown to be the state-of-the-art. In this paper, we propose to utilize lexical features derived from a hate lexicon towards improving the performance of BERT in such tasks. We explore different ways to utilize the lexical features in the form of lexicon-based encodings at the sentence level or embeddings at the word level. We provide an extensive dataset evaluation that addresses in-domain as well as cross-domain detection of abusive content to render a complete picture. Our results indicate that our proposed models combining BERT with lexical features help improve over a baseline BERT model in many of our in-domain and cross-domain experiments. Keyword: abusive language detection; linguistically informed deep learning; social media URL: https://www.aclweb.org/anthology/2020.alw-1.5 https://doi.org/10.18653/v1/2020.alw-1.5 http://hdl.handle.net/2318/1769037 BASE Hide details 10 EVALITA4ELG: Italian Benchmark Linguistic Resources, NLP Services and Tools for the ELG Platform Patti, Viviana; Basile, Valerio; Bosco, Cristina. - 2020 BASE Show details 11 “Contro L’Odio”: A Platform for Detecting, Monitoring and Visualizing Hate Speech against Immigrants in Italian Social Media Capozzi, Arthur; Lai, Mirko; Basile, Valerio. - 2020 BASE Show details 12 Exploring the association between problem drinking and language use on Facebook in young adults Marengo, Davide; Azucar, Danny; Giannotta, Fabrizia. - : Elsevier, 2019 BASE Show details 13 The DipInfoUniTo Realizer at SRST’19: Learning to Rank and Deep Morphology Prediction for Multilingual Surface Realization Mazzei, Alessandro; Basile Valerio. - : Association for Computational Linguistics, 2019. : country:USA, 2019. : place:Stroudsburg, 2019 BASE Show details 14 SemEval 2018 Task 2: Multilingual Emoji Prediction Barbieri, Francesco; Camacho-Collados, Jose; Ronzano, Francesco. - : The Association for Computational Linguistics, 2018 BASE Show details 15 The DipInfo-UniTo system for SRST 2018 Basile Valerio, Mazzei, Alessandro. - : Association for Computational Linguistics, 2018. : country:USA, 2018. : place:Philadelphia, 2018 BASE Show details 16 Hurtlex: A multilingual lexicon of words to hurt Patti, Viviana; Basile, Valerio; Bassignana, Elisa. - : CEUR-WS, 2018. : country:DEU, 2018. : place:Aachen, 2018 BASE Show details 17 SemEval 2018 Task 2: Multilingual Emoji Prediction Barbieri, Francesco; Camacho-Collados, Jose; Ronzano, Francesco. - : Association for Computational Linguistics, 2018. : country:USA, 2018. : place:Stroudsburg, PA, 2018 BASE Show details 18 14-ExLab@UniTo for AMI at IberEval2018: Exploiting lexical knowledge for detecting misogyny in English and Spanish tweets Pamungkas, Endang Wahyu; Cignarella, Alessandra Teresa; Basile, Valerio. - : CEUR-WS, 2018. : country:DEU, 2018. : place:Aachen, 2018 BASE Show details 19 Neural Surface Realization for Italian Basile Valerio; Mazzei Alessandro. - : CEUR, 2018. : country:DEU, 2018. : place:Berlin, 2018 BASE Show details 20 Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges Basile, Valerio; Novielli, Nicole; Croce, Danilo. - 2018 BASE Show details Page: 1 2 3

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