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Hits 1 – 20 of 116
1
Multilingual CoNaLa Datset, train data ...
Zhiruo Wang
;
Cuenca, Grace
;
Shuyan Zhou
. - : Zenodo, 2022
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2
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 ...
Chaudhary, Aditi
;
Sheikh, Zaid
;
Mortensen, David R
. - : arXiv, 2022
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4
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages ...
Wang, Zhiruo
;
Cuenca, Grace
;
Zhou, Shuyan
. - : arXiv, 2022
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5
A Systematic Evaluation of Large Language Models of Code ...
Xu, Frank F.
;
Alon, Uri
;
Neubig, Graham
. - : arXiv, 2022
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6
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ...
Wang, Xinyi
;
Ruder, Sebastian
;
Neubig, Graham
. - : arXiv, 2022
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7
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation
Neubig, Graham
;
Sperber, Matthias
;
Waibel, Alex
...
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
Adelani, David,
;
Abbott, Jade
;
Neubig, Graham
...
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)
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10
Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties ...
Siminyu, Kathleen
;
Li, Xinjian
;
Anastasopoulos, Antonios
. - : arXiv, 2021
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11
Few-shot Language Coordination by Modeling Theory of Mind ...
Zhu, Hao
;
Neubig, Graham
;
Bisk, Yonatan
. - : arXiv, 2021
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12
Systematic Inequalities in Language Technology Performance across the World's Languages ...
Blasi, Damián
;
Anastasopoulos, Antonios
;
Neubig, Graham
. - : arXiv, 2021
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13
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models ...
Huang, Po-Yao
;
Patrick, Mandela
;
Hu, Junjie
. - : arXiv, 2021
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14
Multi-view Subword Regularization ...
Wang, Xinyi
;
Ruder, Sebastian
;
Neubig, Graham
. - : arXiv, 2021
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15
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning ...
Xia, Mengzhou
;
Zheng, Guoqing
;
Mukherjee, Subhabrata
. - : arXiv, 2021
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16
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation ...
Ruder, Sebastian
;
Constant, Noah
;
Botha, Jan
;
Siddhant, Aditya
;
Firat, Orhan
;
Fu, Jinlan
;
Liu, Pengfei
;
Hu, Junjie
;
Garrette, Dan
;
Neubig, Graham
;
Johnson, Melvin
. - : arXiv, 2021
Abstract:
Machine learning has brought striking advances in multilingual natural language processing capabilities over the past year. For example, the latest techniques have improved the state-of-the-art performance on the XTREME multilingual benchmark by more than 13 points. While a sizeable gap to human-level performance remains, improvements have been easier to achieve in some tasks than in others. This paper analyzes the current state of cross-lingual transfer learning and summarizes some lessons learned. In order to catalyze meaningful progress, we extend XTREME to XTREME-R, which consists of an improved set of ten natural language understanding tasks, including challenging language-agnostic retrieval tasks, and covers 50 typologically diverse languages. In addition, we provide a massively multilingual diagnostic suite (MultiCheckList) and fine-grained multi-dataset evaluation capabilities through an interactive public leaderboard to gain a better understanding of such models. The leaderboard and code for ... : EMNLP 2021 camera-ready ...
Keyword:
Artificial Intelligence cs.AI
;
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/2104.07412
https://dx.doi.org/10.48550/arxiv.2104.07412
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17
When Does Translation Require Context? A Data-driven, Multilingual Exploration ...
Yin, Kayo
;
Fernandes, Patrick
;
Martins, André F. T.
. - : arXiv, 2021
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18
Breaking Down Multilingual Machine Translation ...
Chiang, Ting-Rui
;
Chen, Yi-Pei
;
Yeh, Yi-Ting
. - : arXiv, 2021
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19
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties ...
Wang, Xinyi
;
Tsvetkov, Yulia
;
Ruder, Sebastian
. - : arXiv, 2021
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20
Distributionally Robust Multilingual Machine Translation ...
Zhou, Chunting
;
Levy, Daniel
;
Li, Xian
. - : arXiv, 2021
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