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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 Hits 1 – 20 of 37 1 Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus ... Trotta, Daniela; Guarasci, Raffaele; Leonardelli, Elisa. - : arXiv, 2021 BASE Show details 2 Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators' Disagreement ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Guerini, Marco; Leonardelli, Elisa. - : Underline Science Inc., 2021 BASE Show details 3 Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckList ... 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; Marchiori Manerba, Marta; Tonelli, Sara. - : Underline Science Inc., 2021 BASE Show details 4 FrameNet-like Annotation of Olfactory Information in Texts ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Menini, Stefano; Tonelli, Sara. - : Underline Science Inc., 2021 BASE Show details 5 Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Guarasci, Raffaele; Leonardelli, Elisa. - : Underline Science Inc., 2021 BASE Show details 6 A Smell is Worth a Thousand Words: Olfactory Information Extraction and Semantic Processing in a Multilingual Perspective (Invited Talk) ... Tonelli, Sara. - : Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021 BASE Show details 7 Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection Corazza, Michele; Menini, Stefano; Cabrio, Elena; Tonelli, Sara; Villata, Serena In: EMNLP 2020 - Conference on Empirical Methods in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-02972203 ; EMNLP 2020 - Conference on Empirical Methods in Natural Language Processing, Nov 2020, Virtual, France (2020) Abstract: International audience ; Recent studies have demonstrated the effectiveness of cross-lingual language model pre-training on different NLP tasks, such as natural language inference and machine translation. In our work, we test this approach on social media data, which are particularly challenging to process within this framework, since the limited length of the textual messages and the irregularity of the language make it harder to learn meaningful encodings. More specifically, we propose a hybrid emoji-based Masked Language Model (MLM) to leverage the common information conveyed by emo-jis across different languages and improve the learned cross-lingual representation of short text messages, with the goal to perform zero-shot abusive language detection. We compare the results obtained with the original MLM to the ones obtained by our method, showing improved performance on German, Italian and Spanish. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [SCCO.COMP]Cognitive science/Computer science URL: https://hal.archives-ouvertes.fr/hal-02972203/file/Emoji_Based_Hate_Speech_EMNLP_2020.pdf https://hal.archives-ouvertes.fr/hal-02972203/document https://hal.archives-ouvertes.fr/hal-02972203 BASE Hide details 8 A Multilingual Evaluation for Online Hate Speech Detection Corazza, Michele; Menini, Stefano; Cabrio, Elena... In: ISSN: 1533-5399 ; ACM Transactions on Internet Technology ; https://hal.archives-ouvertes.fr/hal-02972184 ; ACM Transactions on Internet Technology, Association for Computing Machinery, 2020, 20 (2), pp.1-22. ⟨10.1145/3377323⟩ (2020) BASE Show details 9 Creating a Multimodal Dataset of Images and Text to Study Abusive Language ... Aprosio, Alessio Palmero; Menini, Stefano; Tonelli, Sara. - : arXiv, 2020 BASE Show details 10 Cross-Platform Evaluation for Italian Hate Speech Detection Corazza, Michele; Menini, Stefano; Cabrio, Elena... In: CLiC-it 2019 - 6th Annual Conference of the Italian Association for Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02381152 ; CLiC-it 2019 - 6th Annual Conference of the Italian Association for Computational Linguistics, Nov 2019, Bari, Italy (2019) BASE Show details 11 Enhancing statistical machine translation with bilingual terminology in a CAT environment Arcan, Mihael; Turchi, Marco; Tonelli, Sara. - : Association for Machine Translation in the Americas, 2019 BASE Show details 12 SIMPITIKI corpus for simplification in Italian ... Tonelli, Sara; Palmero Aprosio, Alessio; Saltori, Francesca. - : Zenodo, 2019 BASE Show details 13 SIMPITIKI corpus for simplification in Italian ... Tonelli, Sara; Palmero Aprosio, Alessio; Saltori, Francesca. - : Zenodo, 2019 BASE Show details 14 SIMPITIKI corpus for simplification in Italian ... Tonelli, Sara; Palmero Aprosio, Alessio; Saltori, Francesca. - : Zenodo, 2019 BASE Show details 15 The impact of phrases on Italian lexical simplification ... Tonelli, Sara; Palmero Aprosio, Alessio; Mazzon, Marco. - : Zenodo, 2019 BASE Show details 16 Italian Lexical Simplification Benchmark ... Tonelli, Sara; Aprosio, Alessio Palmero; Mazzon, Marco. - : Zenodo, 2019 BASE Show details 17 The impact of phrases on Italian lexical simplification ... Tonelli, Sara; Palmero Aprosio, Alessio; Mazzon, Marco. - : Zenodo, 2019 BASE Show details 18 Italian Lexical Simplification Benchmark ... Tonelli, Sara; Aprosio, Alessio Palmero; Mazzon, Marco. - : Zenodo, 2019 BASE Show details 19 Never Retreat, Never Retract: Argumentation Analysis for Political Speeches Menini, Stefano; Cabrio, Elena; Tonelli, Sara... In: Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence ; AAAI 2018 - 32nd AAAI Conference on Artificial Intelligence ; https://hal.archives-ouvertes.fr/hal-01876442 ; AAAI 2018 - 32nd AAAI Conference on Artificial Intelligence, Feb 2018, New Orleans, United States. pp.4889-4896 ; https://aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16393 (2018) BASE Show details 20 InriaFBK at Germeval 2018: Identifying Offensive Tweets Using Recurrent Neural Networks Cabrio, Elena; Corazza, Michele; Arslan, Pinar... In: http://hw.oeaw.ac.at/8435-5 (2018) BASE Show details Page: 1 2

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