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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 32 1 SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding ... Madabushi, Harish Tayyar; Gow-Smith, Edward; Garcia, Marcos. - : arXiv, 2022 BASE Show details 2 Improving Tokenisation by Alternative Treatment of Spaces ... Gow-Smith, Edward; Madabushi, Harish Tayyar; Scarton, Carolina; Villavicencio, Aline. - : arXiv, 2022 Abstract: Tokenisation is the first step in almost all NLP tasks, and state-of-the-art transformer-based language models all use subword tokenisation algorithms to process input text. Existing algorithms have problems, often producing tokenisations of limited linguistic validity, and representing equivalent strings differently depending on their position within a word. We hypothesise that these problems hinder the ability of transformer-based models to handle complex words, and suggest that these problems are a result of allowing tokens to include spaces. We thus experiment with an alternative tokenisation approach where spaces are always treated as individual tokens. Specifically, we apply this modification to the BPE and Unigram algorithms. We find that our modified algorithms lead to improved performance on downstream NLP tasks that involve handling complex words, whilst having no detrimental effect on performance in general natural language understanding tasks. Intrinsically, we find our modified algorithms give ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2204.04058 https://arxiv.org/abs/2204.04058 BASE Hide details 3 NILC-Metrix: assessing the complexity of written and spoken language in Brazilian Portuguese ... Leal, Sidney Evaldo; Duran, Magali Sanches; Scarton, Carolina Evaristo. - : arXiv, 2022 BASE Show details 4 Multistage BiCross encoder for multilingual access to COVID-19 health information ... Singh, Iknoor; Scarton, Carolina; Bontcheva, Kalina. - : arXiv, 2021 BASE Show details 5 Multistage BiCross encoder for multilingual access to COVID-19 health information Singh, Iknoor; Scarton, Carolina; Bontcheva, Kalina In: PLoS One (2021) BASE Show details 6 The (un)suitability of automatic evaluation metrics for text simplification Alva Manchego, Fernando; Scarton, Carolina; Specia, Lucia. - : Association for Computational Linguistics, 2021 BASE Show details 7 ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations Alva-Manchego, Fernando; Martin, Louis; Bordes, Antoine... In: ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.inria.fr/hal-02889823 ; ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, United States (2020) BASE Show details 8 Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis ... Leite, João A.; Silva, Diego F.; Bontcheva, Kalina. - : arXiv, 2020 BASE Show details 9 ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations ... Alva-Manchego, Fernando; Martin, Louis; Bordes, Antoine. - : arXiv, 2020 BASE Show details 10 Linguistic analysis model for monitoring user reaction on satirical news for brazilian portuguese Wick-Pedro, Gabriela; Santos, Roney Lira de Sales; Vale, Oto Araujo. - 2020 BASE Show details 11 ASSET: A dataset for tuning and evaluation of sentence simplification models with multiple rewriting transformations Alva Manchego, Fernando; Martin, Louis; Bordes, Antoine. - : ACL, 2020 BASE Show details 12 Data-Driven Sentence Simplification: Survey and Benchmark Alva-Manchego, Fernando; Scarton, Carolina; Specia, Lucia In: Computational Linguistics, Vol 46, Iss 1, Pp 135-187 (2020) (2020) BASE Show details 13 Text Simplification From Professionally Produced Corpora ... Scarton, Carolina; Paetzold, Gustavo Henrique; Specia, Lucia. - : Zenodo, 2018 BASE Show details 14 SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain ... Scarton, Carolina; Paetzold, Gustavo Henrique; Specia, Lucia. - : Zenodo, 2018 BASE Show details 15 SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain ... Scarton, Carolina; Paetzold, Gustavo Henrique; Specia, Lucia. - : Zenodo, 2018 BASE Show details 16 Text Simplification From Professionally Produced Corpora ... Scarton, Carolina; Paetzold, Gustavo Henrique; Specia, Lucia. - : Zenodo, 2018 BASE Show details 17 SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain ... Scarton, Carolina; Paetzold, Gustavo Henrique; Specia, Lucia. - : Zenodo, 2018 BASE Show details 18 SimPA: A Sentence-Level Simplification Corpus for the Public Administration Domain ... Scarton, Carolina; Paetzold, Gustavo Henrique; Specia, Lucia. - : Zenodo, 2018 BASE Show details 19 Sheffield submissions for the WMT18 quality estimation shared task Ive, Julia; Scarton, Carolina; Specia, Lucia... In: 807 ; 813 (2018) BASE Show details 20 MUSST: A Multilingual Syntactic Simplification Tool ... Scarton, Carolina; Specia, Lucia; Aprosio, Alessio Palmero. - : Zenodo, 2017 BASE Show details Page: 1 2

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