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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 Hits 1 – 7 of 7 1 Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Caswell, Isaac; Kreutzer, Julia; Wang, Lisa... In: https://hal.inria.fr/hal-03177623 ; 2021 (2021) BASE Show details 2 Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets ... Kreutzer, Julia; Caswell, Isaac; Wang, Lisa. - : arXiv, 2021 BASE Show details 3 Transformers without Tears: Improving the Normalization of Self-Attention ... Nguyen, Toan Q.; Salazar, Julian. - : arXiv, 2019 BASE Show details 4 Transformers without Tears: Improving the Normalization of Self-Attention ... Nguyen, Toan Q.; Salazar, Julian. - : Zenodo, 2019 BASE Show details 5 Transformers without Tears: Improving the Normalization of Self-Attention ... Nguyen, Toan Q.; Salazar, Julian. - : Zenodo, 2019 BASE Show details 6 Masked Language Model Scoring ... Salazar, Julian; Liang, Davis; Nguyen, Toan Q.. - : arXiv, 2019 BASE Show details 7 Improving Lexical Choice in Neural Machine Translation ... Nguyen, Toan Q.; Chiang, David. - : arXiv, 2017 Abstract: We explore two solutions to the problem of mistranslating rare words in neural machine translation. First, we argue that the standard output layer, which computes the inner product of a vector representing the context with all possible output word embeddings, rewards frequent words disproportionately, and we propose to fix the norms of both vectors to a constant value. Second, we integrate a simple lexical module which is jointly trained with the rest of the model. We evaluate our approaches on eight language pairs with data sizes ranging from 100k to 8M words, and achieve improvements of up to +4.3 BLEU, surpassing phrase-based translation in nearly all settings. ... : Accepted at NAACL HLT 2018 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/1710.01329 https://dx.doi.org/10.48550/arxiv.1710.01329 BASE Hide details

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