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AUTOLEX: An Automatic Framework for Linguistic Exploration ...
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When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models
In: NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies ; https://hal.inria.fr/hal-03251105 ; NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Jun 2021, Mexico City, Mexico (2021)
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SD-QA: Spoken Dialectal Question Answering for the Real World ...
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SD-QA: Spoken Dialectal Question Answering for the Real World ...
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5
Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties ...
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6
Machine Translation into Low-resource Language Varieties ...
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7
Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors ...
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8
Systematic Inequalities in Language Technology Performance across the World's Languages ...
Abstract: Natural language processing (NLP) systems have become a central technology in communication, education, medicine, artificial intelligence, and many other domains of research and development. While the performance of NLP methods has grown enormously over the last decade, this progress has been restricted to a minuscule subset of the world's 6,500 languages. We introduce a framework for estimating the global utility of language technologies as revealed in a comprehensive snapshot of recent publications in NLP. Our analyses involve the field at large, but also more in-depth studies on both user-facing technologies (machine translation, language understanding, question answering, text-to-speech synthesis) as well as more linguistic NLP tasks (dependency parsing, morphological inflection). In the process, we (1) quantify disparities in the current state of NLP research, (2) explore some of its associated societal and academic factors, and (3) produce tailored recommendations for evidence-based policy making aimed ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://arxiv.org/abs/2110.06733
https://dx.doi.org/10.48550/arxiv.2110.06733
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9
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling ...
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10
Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering ...
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11
Towards More Equitable Question Answering Systems: How Much More Data Do You Need? ...
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12
Cross-Lingual Text Classification of Transliterated Hindi and Malayalam ...
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13
Evaluating the Morphosyntactic Well-formedness of Generated Texts ...
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14
Evaluating the Morphosyntactic Well-formedness of Generated Texts ...
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15
Towards more equitable question answering systems: How much more data do you need? ...
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16
Lexically Aware Semi-Supervised Learning for OCR Post-Correction ...
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17
When is Wall a Pared and when a Muro? -- Extracting Rules Governing Lexical Selection ...
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18
When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical Selection ...
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19
Lexically-Aware Semi-Supervised Learning for OCR Post-Correction ...
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20
AlloVera: a multilingual allophone database
In: LREC 2020: 12th Language Resources and Evaluation Conference ; https://halshs.archives-ouvertes.fr/halshs-02527046 ; LREC 2020: 12th Language Resources and Evaluation Conference, European Language Resources Association, May 2020, Marseille, France ; https://lrec2020.lrec-conf.org/ (2020)
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