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Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation ...
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NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task ...
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ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ...
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AraT5: Text-to-Text Transformers for Arabic Language Generation ...
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DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings ...
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Abdul-Mageed, Muhammad; Elbassuoni, Shady; Doughman, Jad; Elmadany, AbdelRahim; Nagoudi, El Moatez Billah; Zoughby, Yorgo; Shaher, Ahmad; Gaba, Iskander; Helal, Ahmed; El-Razzaz, Mohammed. - : arXiv, 2020
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Abstract:
Word embeddings are a core component of modern natural language processing systems, making the ability to thoroughly evaluate them a vital task. We describe DiaLex, a benchmark for intrinsic evaluation of dialectal Arabic word embedding. DiaLex covers five important Arabic dialects: Algerian, Egyptian, Lebanese, Syrian, and Tunisian. Across these dialects, DiaLex provides a testbank for six syntactic and semantic relations, namely male to female, singular to dual, singular to plural, antonym, comparative, and genitive to past tense. DiaLex thus consists of a collection of word pairs representing each of the six relations in each of the five dialects. To demonstrate the utility of DiaLex, we use it to evaluate a set of existing and new Arabic word embeddings that we developed. Our benchmark, evaluation code, and new word embedding models will be publicly available. ... : WANLP2021 ...
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Keyword:
Artificial Intelligence cs.AI; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2011.10970 https://dx.doi.org/10.48550/arxiv.2011.10970
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Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19 ...
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Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments ...
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DiaNet: BERT and Hierarchical Attention Multi-Task Learning of Fine-Grained Dialect ...
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Improving Dialogue Act Classification for Spontaneous Arabic Speech and Instant Messages at Utterance Level ...
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JANA: A Human-Human Dialogues Corpus for Egyptian Dialect ...
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Turn Segmentation into Utterances for Arabic Spontaneous Dialogues and Instance Messages ...
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