method ID: arbert

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ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic

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AbstractPre-trained language models (LMs) are currently integral to many natural language processing systems. Although multilingual LMs were also introduced to serve many languages, these have limitations such as being costly …...

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Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks

Authors: nan

Publication: TIPSTER (2022)

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AbstractGiven the challenges and complexities introduced while dealing with Dialect Arabic (DA) variations, Transformer based models, e.g., BERT, outperformed other models in dealing with the DA identification task. However, to …...

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