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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 SOCIOFILLMORE: A Tool for Discovering Perspectives ... Minnema, Gosse; Gemelli, Sara; Zanchi, Chiara. - : arXiv, 2022 BASE Show details 2 IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation ... Sarti, Gabriele; Nissim, Malvina. - : arXiv, 2022 BASE Show details 3 Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer ... Lai, Huiyuan; Toral, Antonio; Nissim, Malvina. - : arXiv, 2022 BASE Show details 4 DALC: the Dutch Abusive Language Corpus ... 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; Caselli, Tommaso; Leistra, Folkert. - : Underline Science Inc., 2021 BASE Show details 5 Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer ... 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; ., Antonio; Lai, Huiyuan. - : Underline Science Inc., 2021 BASE Show details 6 Adapting Monolingual Models: Data can be Scarce when Language Similarity is High ... de Vries, Wietse; Bartelds, Martijn; Nissim, Malvina. - : arXiv, 2021 BASE Show details 7 Generic resources are what you need: Style transfer tasks without task-specific parallel training data ... Lai, Huiyuan; Toral, Antonio; Nissim, Malvina. - : arXiv, 2021 BASE Show details 8 Adapting Monolingual Models: Data can be Scarce when Language Similarity is High ... 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; Bartelds, Martijn; de Vries, Wietse. - : Underline Science Inc., 2021 BASE Show details 9 As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other Languages ... 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; de Vries, Wietse; Nissim, Malvina. - : Underline Science Inc., 2021 BASE Show details 10 Teaching NLP with Bracelets and Restaurant Menus: An Interactive Workshop for Italian Students ... Pannitto, Ludovica; Busso, Lucia; Combei, Claudia Roberta. - : arXiv, 2021 BASE Show details 11 Teaching NLP with Bracelets and Restaurant Menus:An Interactive Workshop for Italian Students Pannitto, Ludovica; Busso, Lucia; Combei, Claudia Roberta. - : Association for Computational Linguistics, 2021 BASE Show details 12 What's so special about BERT's layers? A closer look at the NLP pipeline in monolingual and multilingual models ... de Vries, Wietse; van Cranenburgh, Andreas; Nissim, Malvina. - : arXiv, 2020 BASE Show details 13 Personal-ITY: A Novel YouTube-based Corpus for Personality Prediction in Italian ... Bassignana, Elisa; Nissim, Malvina; Patti, Viviana. - : arXiv, 2020 BASE Show details 14 Datasets and Models for Authorship Attribution on Italian Personal Writings ... Ruggiero, Gaetana; Gatt, Albert; Nissim, Malvina. - : arXiv, 2020 BASE Show details 15 Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias ... Bartl, Marion; Nissim, Malvina; Gatt, Albert. - : arXiv, 2020 BASE Show details 16 Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality ... The 28th International Conference on Computational Linguistics 2020; Bassignana, Elisa; Nissim, Malvina. - : Underline Science Inc., 2020 BASE Show details 17 Unmasking Contextual Stereotypes: Measuring and Mitigating BERT'S Gender Bias ... The 28th International Conference on Computational Linguistics 2020; Bartl, Marion; Gatt, Albert. - : Underline Science Inc., 2020 BASE Show details 18 As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other Languages ... de Vries, Wietse; Nissim, Malvina. - : arXiv, 2020 BASE Show details 19 Fair Is Better than Sensational: Man Is to Doctor as Woman Is to Doctor Nissim, Malvina; van Noord, Rik; van der Goot, Rob In: Computational Linguistics, Vol 46, Iss 2, Pp 487-497 (2020) (2020) BASE Show details 20 BERTje: A Dutch BERT Model ... de Vries, Wietse; van Cranenburgh, Andreas; Bisazza, Arianna; Caselli, Tommaso; van Noord, Gertjan; Nissim, Malvina. - : arXiv, 2019 Abstract: The transformer-based pre-trained language model BERT has helped to improve state-of-the-art performance on many natural language processing (NLP) tasks. Using the same architecture and parameters, we developed and evaluated a monolingual Dutch BERT model called BERTje. Compared to the multilingual BERT model, which includes Dutch but is only based on Wikipedia text, BERTje is based on a large and diverse dataset of 2.4 billion tokens. BERTje consistently outperforms the equally-sized multilingual BERT model on downstream NLP tasks (part-of-speech tagging, named-entity recognition, semantic role labeling, and sentiment analysis). Our pre-trained Dutch BERT model is made available at https://github.com/wietsedv/bertje. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/1912.09582 https://dx.doi.org/10.48550/arxiv.1912.09582 BASE Hide details Page: 1 2 3

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