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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 4 Hits 1 – 20 of 61 1 Predicting lexical complexity in English texts: the Complex 2.0 dataset Shardlow, Matthew; Evans, Richard; Zampieri, Marcos. - : Springer, 2022 BASE Show details 2 Comparing Approaches to Dravidian Language Identification ... Jauhiainen, Tommi; Ranasinghe, Tharindu; Zampieri, Marcos. - : arXiv, 2021 BASE Show details 3 An Exploratory Analysis of the Relation Between Offensive Language and Mental Health ... Bucur, Ana-Maria; Zampieri, Marcos; Dinu, Liviu P.. - : arXiv, 2021 BASE Show details 4 Multilingual Offensive Language Identification for Low-resource Languages ... Ranasinghe, Tharindu; Zampieri, Marcos. - : arXiv, 2021 Abstract: Offensive content is pervasive in social media and a reason for concern to companies and government organizations. Several studies have been recently published investigating methods to detect the various forms of such content (e.g. hate speech, cyberbullying, and cyberaggression). The clear majority of these studies deal with English partially because most annotated datasets available contain English data. In this paper, we take advantage of available English datasets by applying cross-lingual contextual word embeddings and transfer learning to make predictions in low-resource languages. We project predictions on comparable data in Arabic, Bengali, Danish, Greek, Hindi, Spanish, and Turkish. We report results of 0.8415 F1 macro for Bengali in TRAC-2 shared task, 0.8532 F1 macro for Danish and 0.8701 F1 macro for Greek in OffensEval 2020, 0.8568 F1 macro for Hindi in HASOC 2019 shared task and 0.7513 F1 macro for Spanish in in SemEval-2019 Task 5 (HatEval) showing that our approach compares favourably to the ... : Accepted to ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP). This is an extended version of a paper accepted to EMNLP. arXiv admin note: substantial text overlap with arXiv:2010.05324 ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG; Social and Information Networks cs.SI URL: https://dx.doi.org/10.48550/arxiv.2105.05996 https://arxiv.org/abs/2105.05996 BASE Hide details 5 MUDES: Multilingual Detection of Offensive Spans ... Ranasinghe, Tharindu; Zampieri, Marcos. - : arXiv, 2021 BASE Show details 6 WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans ... Ranasinghe, Tharindu; Sarkar, Diptanu; Zampieri, Marcos. - : arXiv, 2021 BASE Show details 7 An Exploratory Analysis of the Relation between Offensive Language and Mental Health ... 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; Bucur, Ana-Maria; Dinu, Liviu P.. - : Underline Science Inc., 2021 BASE Show details 8 Handling Extreme Class Imbalance in Technical Logbook Datasets ... 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; Akhbardeh, Farhad; Alm, Cecilia. - : Underline Science Inc., 2021 BASE Show details 9 SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification ... 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; Atanasova, Pepa; Karadzhov, Georgi. - : Underline Science Inc., 2021 BASE Show details 10 MUDES: Multilingual Detection of Offensive Spans ... NAACL 2021 2021; Ranasinghe, Tharindu; Zampieri, Marcos. - : Underline Science Inc., 2021 BASE Show details 11 LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction ... Desai, Abhinandan; North, Kai; Zampieri, Marcos. - : arXiv, 2021 BASE Show details 12 Predicting Lexical Complexity in English Texts ... Shardlow, Matthew; Evans, Richard; Zampieri, Marcos. - : arXiv, 2021 BASE Show details 13 SemEval-2021 Task 1: Lexical Complexity Prediction ... Shardlow, Matthew; Evans, Richard; Paetzold, Gustavo Henrique. - : arXiv, 2021 BASE Show details 14 SemEval-2021 Task 1: Lexical Complexity Prediction ... Shardlow, Matthew; Evans, Richard; Paetzold, Gustavo. - : Zenodo, 2021 BASE Show details 15 SemEval-2021 Task 1: Lexical Complexity Prediction ... Shardlow, Matthew; Evans, Richard; Paetzold, Gustavo. - : Zenodo, 2021 BASE Show details 16 A Computational Exploration of Pejorative Language in Social Media ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Ana Sabina; Dinu, Liviu. - : Underline Science Inc., 2021 BASE Show details 17 SemEval-2021 Task 1: Lexical Complexity Prediction ... 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; Evans, Richard; Paetzold, Gustavo. - : Underline Science Inc., 2021 BASE Show details 18 Multilingual offensive language identification for low-resource languages Ranasinghe, Tharindu; Zampieri, Marcos In: 21 ; 1 (2021) BASE Show details 19 SemEval-2021 task 1: Lexical complexity prediction Evans, Richard; Zampieri, Marcos; Shardlow, Matthew. - : Association for Computational Linguistics, 2021 BASE Show details 20 Overview of the HASOC subtrack at FIRE 2021: Hate speech and offensive content identification in English and Indo-Aryan languages and conversational hate speech Mandl, Thomas; Modha, Sandip; Shahi, Gautam Kishore... In: 1 ; 3 (2021) BASE Show details Page: 1 2 3 4

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