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Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources
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In: https://hal.inria.fr/hal-03550289 ; 2022 (2022)
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One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia ...
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Aji, Alham Fikri; Winata, Genta Indra; Koto, Fajri; Cahyawijaya, Samuel; Romadhony, Ade; Mahendra, Rahmad; Kurniawan, Kemal; Moeljadi, David; Prasojo, Radityo Eko; Baldwin, Timothy; Lau, Jey Han; Ruder, Sebastian. - : arXiv, 2022
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Abstract:
NLP research is impeded by a lack of resources and awareness of the challenges presented by underrepresented languages and dialects. Focusing on the languages spoken in Indonesia, the second most linguistically diverse and the fourth most populous nation of the world, we provide an overview of the current state of NLP research for Indonesia's 700+ languages. We highlight challenges in Indonesian NLP and how these affect the performance of current NLP systems. Finally, we provide general recommendations to help develop NLP technology not only for languages of Indonesia but also other underrepresented languages. ... : Accepted in ACL 2022 ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2203.13357 https://dx.doi.org/10.48550/arxiv.2203.13357
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IndoNLI: A Natural Language Inference Dataset for Indonesian ...
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IndoNLI: A Natural Language Inference Dataset for Indonesian ...
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IndoCollex: A Testbed for Morphological Transformation of Indonesian Word Colloquialism ...
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In Neural Machine Translation, What Does Transfer Learning Transfer? ...
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In Neural Machine Translation, What Does Transfer Learning Transfer?
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In: Aji, Alham Fikri; Bogoychev, Nikolay; Heafield, Kenneth; Sennrich, Rico (2020). In Neural Machine Translation, What Does Transfer Learning Transfer? In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Online, 5 July 2020 - 10 July 2020, 7701-7710. (2020)
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