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The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021 (4)
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Hits 1 – 9 of 9
1
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Carpuat, Marine
;
Xu, Weijia
. - : Underline Science Inc., 2021
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2
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
Xu, Weijia
;
Carpuat, Marine
. - : arXiv, 2021
Abstract:
Current approaches to incorporating terminology constraints in machine translation (MT) typically assume that the constraint terms are provided in their correct morphological forms. This limits their application to real-world scenarios where constraint terms are provided as lemmas. In this paper, we introduce a modular framework for incorporating lemma constraints in neural MT (NMT) in which linguistic knowledge and diverse types of NMT models can be flexibly applied. It is based on a novel cross-lingual inflection module that inflects the target lemma constraints based on the source context. We explore linguistically motivated rule-based and data-driven neural-based inflection modules and design English-German health and English-Lithuanian news test suites to evaluate them in domain adaptation and low-resource MT settings. Results show that our rule-based inflection module helps NMT models incorporate lemma constraints more accurately than a neural module and outperforms the existing end-to-end approach ... : EMNLP 2021 ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/2109.04620
https://dx.doi.org/10.48550/arxiv.2109.04620
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3
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer ...
Xu, Weijia
;
Haider, Batool
;
Krone, Jason
. - : arXiv, 2021
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4
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Xu, Weijia
. - : Underline Science Inc., 2021
BASE
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5
Improving Multilingual Neural Machine Translation with Auxiliary Source Languages ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Xu, Weijia
. - : Underline Science Inc., 2021
BASE
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6
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ...
Xu, Weijia
;
Ma, Shuming
;
Zhang, Dongdong
. - : arXiv, 2021
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7
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Xu, Weijia
. - : Underline Science Inc., 2021
BASE
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8
EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Carpuat, Marine
;
Xu, Weijia
. - : Underline Science Inc., 2021
BASE
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9
A Non-Autoregressive Edit-Based Approach to Controllable Text Simplification ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Agrawal, Sweta
;
Carpuat, Marine
. - : Underline Science Inc., 2021
BASE
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