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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 – 15 of 15 1 Pre-Training BERT on Arabic Tweets: Practical Considerations ... Abdelali, Ahmed; Hassan, Sabit; Mubarak, Hamdy. - : arXiv, 2021 BASE Show details 2 Cross-lingual Emotion Detection ... Hassan, Sabit; Shaar, Shaden; Darwish, Kareem. - : arXiv, 2021 Abstract: Emotion detection is of great importance for understanding humans. Constructing annotated datasets to train automated models can be expensive. We explore the efficacy of cross-lingual approaches that would use data from a source language to build models for emotion detection in a target language. We compare three approaches, namely: i) using inherently multilingual models; ii) translating training data into the target language; and iii) using an automatically tagged parallel corpus. In our study, we consider English as the source language with Arabic and Spanish as target languages. We study the effectiveness of different classification models such as BERT and SVMs trained with different features. Our BERT-based monolingual models that are trained on target language data surpass state-of-the-art (SOTA) by 4% and 5% absolute Jaccard score for Arabic and Spanish respectively. Next, we show that using cross-lingual approaches with English data alone, we can achieve more than 90% and 80% relative effectiveness ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2106.06017 https://dx.doi.org/10.48550/arxiv.2106.06017 BASE Hide details 3 Arabic Offensive Language on Twitter: Analysis and Experiments ... Mubarak, Hamdy; Rashed, Ammar; Darwish, Kareem. - : arXiv, 2020 BASE Show details 4 Arabic Dialect Identification in the Wild ... Abdelali, Ahmed; Mubarak, Hamdy; Samih, Younes. - : arXiv, 2020 BASE Show details 5 Embeddings-Based Clustering for Target Specific Stances: The Case of a Polarized Turkey ... Rashed, Ammar; Kutlu, Mucahid; Darwish, Kareem. - : arXiv, 2020 BASE Show details 6 A Panoramic Survey of Natural Language Processing in the Arab World ... Darwish, Kareem; Habash, Nizar; Abbas, Mourad. - : arXiv, 2020 BASE Show details 7 Arabic Curriculum Analysis ... The 28th International Conference on Computational Linguistics 2020; Abdelali, Ahmed; Darwish, Kareem. - : Underline Science Inc., 2020 BASE Show details 8 Arabic Diacritic Recovery Using a Feature-Rich biLSTM Model ... Darwish, Kareem; Abdelali, Ahmed; Mubarak, Hamdy. - : arXiv, 2020 BASE Show details 9 Diacritization of Maghrebi Arabic Sub-Dialects ... Abdelali, Ahmed; Attia, Mohammed; Samih, Younes. - : arXiv, 2018 BASE Show details 10 Identifying effective translations for cross-lingual Arabic-to-English user-generated speech search Khwileh, Ahmad; Way, Andy; Jones, Gareth J.F.... In: Khwileh, Ahmad, Afli, Haithem orcid:0000-0002-7449-4707 , Jones, Gareth J.F. orcid:0000-0003-2923-8365 and Way, Andy orcid:0000-0001-5736-5930 (2017) Identifying effective translations for cross-lingual Arabic-to-English user-generated speech search. In: Third Arabic Natural Language Processing Workshop (WANLP), 3 Apr 2017, Valencia, Spain. (2017) BASE Show details 11 Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM ... Eldesouki, Mohamed; Samih, Younes; Abdelali, Ahmed. - : arXiv, 2017 BASE Show details 12 Randomized greedy inference for joint segmentation, POS tagging and dependency parsing Zhang, Yuan; Li, Chengtao; Barzilay, Regina... In: MIT Web Domain (2015) BASE Show details 13 Arabizi Detection and Conversion to Arabic ... Darwish, Kareem. - : arXiv, 2013 BASE Show details 14 CLIR Experiments at Maryland for TREC-2002: Evidence Combination for Arabic-English Retrieval Darwish, Kareem; Oard, Douglas W. In: DTIC (2003) BASE Show details 15 CLIR Experiments at Maryland for TREC-2002: Evidence Combination for Arabic-English Retrieval Darwish, Kareem; Oard, Douglas W. In: DTIC (2002) BASE Show details

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