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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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Abstract:
We present the findings and results of the Second Nuanced Arabic Dialect Identification Shared Task (NADI 2021). This Shared Task includes four subtasks: country-level Modern Standard Arabic (MSA) identification (Subtask 1.1), country-level dialect identification (Subtask 1.2), province-level MSA identification (Subtask 2.1), and province-level sub-dialect identification (Subtask 2.2). The shared task dataset covers a total of 100 provinces from 21 Arab countries, collected from the Twitter domain. A total of 53 teams from 23 countries registered to participate in the tasks, thus reflecting the interest of the community in this area. We received 16 submissions for Subtask 1.1 from five teams, 27 submissions for Subtask 1.2 from eight teams, 12 submissions for Subtask 2.1 from four teams, and 13 Submissions for subtask 2.2 from four teams. ... : arXiv admin note: text overlap with arXiv:2010.11334 ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2103.08466 https://arxiv.org/abs/2103.08466
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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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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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