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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 Pre-Training BERT on Arabic Tweets: Practical Considerations ... Abdelali, Ahmed; Hassan, Sabit; Mubarak, Hamdy; Darwish, Kareem; Samih, Younes. - : arXiv, 2021 Abstract: Pretraining Bidirectional Encoder Representations from Transformers (BERT) for downstream NLP tasks is a non-trival task. We pretrained 5 BERT models that differ in the size of their training sets, mixture of formal and informal Arabic, and linguistic preprocessing. All are intended to support Arabic dialects and social media. The experiments highlight the centrality of data diversity and the efficacy of linguistically aware segmentation. They also highlight that more data or more training step do not necessitate better models. Our new models achieve new state-of-the-art results on several downstream tasks. The resulting models are released to the community under the name QARiB. ... : 6 pages, 5 figures ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2102.10684 https://arxiv.org/abs/2102.10684 BASE Hide details 2 Arabic Offensive Language on Twitter: Analysis and Experiments ... Mubarak, Hamdy; Rashed, Ammar; Darwish, Kareem. - : arXiv, 2020 BASE Show details 3 Arabic Dialect Identification in the Wild ... Abdelali, Ahmed; Mubarak, Hamdy; Samih, Younes. - : arXiv, 2020 BASE Show details 4 Arabic Curriculum Analysis ... The 28th International Conference on Computational Linguistics 2020; Abdelali, Ahmed; Darwish, Kareem. - : Underline Science Inc., 2020 BASE Show details 5 Arabic Diacritic Recovery Using a Feature-Rich biLSTM Model ... Darwish, Kareem; Abdelali, Ahmed; Mubarak, Hamdy. - : arXiv, 2020 BASE Show details 6 Diacritization of Maghrebi Arabic Sub-Dialects ... Abdelali, Ahmed; Attia, Mohammed; Samih, Younes. - : arXiv, 2018 BASE Show details 7 Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM ... Eldesouki, Mohamed; Samih, Younes; Abdelali, Ahmed. - : arXiv, 2017 BASE Show details

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