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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 26 1 Automatic Detection of Entity-Manipulated Text using Factual Knowledge ... Jawahar, Ganesh; Abdul-Mageed, Muhammad; Lakshmanan, Laks V. S.. - : arXiv, 2022 BASE Show details 2 Towards Afrocentric NLP for African Languages: Where We Are and Where We Can Go ... Adebara, Ife; Abdul-Mageed, Muhammad. - : arXiv, 2022 BASE Show details 3 Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling ... Khalifa, Muhammad; Abdul-Mageed, Muhammad; Shaalan, Khaled. - : arXiv, 2021 BASE Show details 4 Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation ... Nagoudi, El Moatez Billah; Elmadany, AbdelRahim; Abdul-Mageed, Muhammad. - : arXiv, 2021 BASE Show details 5 NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Elmadany, AbdelRahim. - : arXiv, 2021 BASE Show details 6 Translating the Unseen? Yoruba-English MT in Low-Resource, Morphologically-Unmarked Settings ... Adebara, Ife; Abdul-Mageed, Muhammad; Silfverberg, Miikka. - : arXiv, 2021 BASE Show details 7 Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing ... Jawahar, Ganesh; Nagoudi, El Moatez Billah; Abdul-Mageed, Muhammad. - : arXiv, 2021 BASE Show details 8 ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ... Abdul-Mageed, Muhammad; Elmadany, AbdelRahim; Nagoudi, El Moatez Billah. - : arXiv, 2021 BASE Show details 9 AraT5: Text-to-Text Transformers for Arabic Language Generation ... Nagoudi, El Moatez Billah; Elmadany, AbdelRahim; Abdul-Mageed, Muhammad. - : arXiv, 2021 Abstract: Transfer learning with a unified Transformer framework (T5) that converts all language problems into a text-to-text format was recently proposed as a simple and effective transfer learning approach. Although a multilingual version of the T5 model (mT5) was also introduced, it is not clear how well it can fare on non-English tasks involving diverse data. To investigate this question, we apply mT5 on a language with a wide variety of dialects--Arabic. For evaluation, we introduce a novel benchmark for ARabic language GENeration (ARGEN), covering seven important tasks. For model comparison, we pre-train three powerful Arabic T5-style models and evaluate them on ARGEN. Although pre-trained with ~49 less data, our new models perform significantly better than mT5 on all ARGEN tasks (in 52 out of 59 test sets) and set several new SOTAs. Our models also establish new SOTA on the recently-proposed, large Arabic language understanding evaluation benchmark ARLUE (Abdul-Mageed et al., 2021). Our new models are publicly ... : Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022). All authors contributed equally ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2109.12068 https://dx.doi.org/10.48550/arxiv.2109.12068 BASE Hide details 10 ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ... 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; Abdul-Mageed, Muhammad; Nagoudi, ElMoatez Billah. - : Underline Science Inc., 2021 BASE Show details 11 NADI 2020: The First Nuanced Arabic Dialect Identification Shared Task ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Bouamor, Houda. - : arXiv, 2020 BASE Show details 12 DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings ... Abdul-Mageed, Muhammad; Elbassuoni, Shady; Doughman, Jad. - : arXiv, 2020 BASE Show details 13 Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19 ... Abdul-Mageed, Muhammad; Elmadany, AbdelRahim; Nagoudi, El Moatez Billah. - : arXiv, 2020 BASE Show details 14 One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble ... Vesik, Kaili; Abdul-Mageed, Muhammad; Silfverberg, Miikka. - : arXiv, 2020 BASE Show details 15 Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Elmadany, AbdelRahim. - : arXiv, 2020 BASE Show details 16 Automatic Detection of Machine Generated Text: A Critical Survey ... Jawahar, Ganesh; Abdul-Mageed, Muhammad; Lakshmanan, Laks V. S.. - : arXiv, 2020 BASE Show details 17 NADI 2020: The First Nuanced Arabic Dialect Identification Shared Task ... The 28th International Conference on Computational Linguistics 2020; Abdul-Mageed, Muhammad; Bouamor, Houda. - : Underline Science Inc., 2020 BASE Show details 18 Proceedings of the Fifth Arabic Natural Language Processing Workshop Bouamor, Houda; Zaghouani, Wajdi. - : Association for Computational Linguistics, 2020 BASE Show details 19 AraWEAT: Multidimensional analysis of biases in Arabic word embeddings Lauscher, Anne; Takieddin, Rafik; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2020 BASE Show details 20 AraNet: A Deep Learning Toolkit for Arabic Social Media ... Abdul-Mageed, Muhammad; Zhang, Chiyu; Hashemi, Azadeh. - : arXiv, 2019 BASE Show details Page: 1 2

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