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Multilingual CoNaLa Datset, train data ...
Zhiruo Wang; Cuenca, Grace; Shuyan Zhou. - : Zenodo, 2022
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Multilingual CoNaLa Datset, train data ...
Zhiruo Wang; Cuenca, Grace; Shuyan Zhou. - : Zenodo, 2022
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3
AUTOLEX: An Automatic Framework for Linguistic Exploration ...
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MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages ...
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A Systematic Evaluation of Large Language Models of Code ...
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Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ...
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7
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation
In: Transactions of the Association for Computational Linguistics, 7, 313–325 ; ISSN: 2307-387X (2022)
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8
Lightly Supervised Quality Estimation
Waibel, Alex; Niehues, Jan; Stüker, Sebastian. - : Association for Computational Linguistics, 2022
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9
MasakhaNER: Named entity recognition for African languages
In: EISSN: 2307-387X ; Transactions of the Association for Computational Linguistics ; https://hal.inria.fr/hal-03350962 ; Transactions of the Association for Computational Linguistics, The MIT Press, 2021, ⟨10.1162/tacl⟩ (2021)
Abstract: International audience ; We take a step towards addressing the underrepresentation of the African continent in NLP research by bringing together different stakeholders to create the first large, publicly available, high-quality dataset for named entity recognition (NER) in ten African languages. We detail the characteristics of these languages to help researchers and practitioners better understand the challenges they pose for NER tasks. We analyze our datasets and conduct an extensive empirical evaluation of stateof-the-art methods across both supervised and transfer learning settings. Finally, we release the data, code, and models to inspire future research on African NLP. 1
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
URL: https://hal.inria.fr/hal-03350962
https://doi.org/10.1162/tacl
https://hal.inria.fr/hal-03350962/document
https://hal.inria.fr/hal-03350962/file/adelani_TACL2021.pdf
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10
Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties ...
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11
Few-shot Language Coordination by Modeling Theory of Mind ...
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12
Systematic Inequalities in Language Technology Performance across the World's Languages ...
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13
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models ...
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14
Multi-view Subword Regularization ...
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15
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning ...
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16
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation ...
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17
When Does Translation Require Context? A Data-driven, Multilingual Exploration ...
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18
Breaking Down Multilingual Machine Translation ...
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19
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties ...
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20
Distributionally Robust Multilingual Machine Translation ...
Zhou, Chunting; Levy, Daniel; Li, Xian. - : arXiv, 2021
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