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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
. - : arXiv, 2021
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17
When Does Translation Require Context? A Data-driven, Multilingual Exploration ...
Yin, Kayo
;
Fernandes, Patrick
;
Martins, André F. T.
;
Neubig, Graham
. - : arXiv, 2021
Abstract:
Although proper handling of discourse phenomena significantly contributes to the quality of machine translation (MT), common translation quality metrics do not adequately capture them. Recent works in context-aware MT attempt to target a small set of these phenomena during evaluation. In this paper, we propose a new metric, P-CXMI, which allows us to identify translations that require context systematically and confirm the difficulty of previously studied phenomena as well as uncover new ones that have not been addressed in previous work. We then develop the Multilingual Discourse-Aware (MuDA) benchmark, a series of taggers for these phenomena in 14 different language pairs, which we use to evaluate context-aware MT. We find that state-of-the-art context-aware MT models find marginal improvements over context-agnostic models on our benchmark, which suggests current models do not handle these ambiguities effectively. We release code and data to invite the MT research community to increase efforts on ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
;
Machine Learning cs.LG
URL:
https://dx.doi.org/10.48550/arxiv.2109.07446
https://arxiv.org/abs/2109.07446
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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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