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Hits 1 – 13 of 13
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
BASE
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2
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
Xu, Weijia
;
Carpuat, Marine
. - : arXiv, 2021
BASE
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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
BASE
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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
BASE
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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
Abstract:
Read paper: https://doi.org/10.1162/tacla00368 Abstract: We introduce an Edit-Based Transformer with Repositioning (EDITOR), which makes sequence generation flexible by seamlessly allowing users to specify preferences in output lexical choice. Building on recent models for non-autoregressive sequence generation (Gu et al., 2019), EDITOR generates new sequences by iteratively editing hypotheses. It relies on a novel reposition operation designed to disentangle lexical choice from word positioning decisions, while enabling efficient oracles for imitation learning and parallel edits at decoding time. Empirically, EDITOR uses soft lexical constraints more effectively than the Levenshtein Transformer (Gu et al., 2019) while speeding up decoding dramatically compared to constrained beam search (Post and Vilar, 2018). EDITOR also achieves comparable or better translation quality with faster decoding speed than the Levenshtein Transformer on standard Romanian-English, English-German, and English-Japanese machine ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
;
Neural Network
;
Semantics
URL:
https://underline.io/lecture/25727-editor-an-edit-based-transformer-with-repositioning-for-neural-machine-translation-with-soft-lexical-constraints
https://dx.doi.org/10.48448/sxan-j859
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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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10
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU ...
Xu, Weijia
;
Haider, Batool
;
Mansour, Saab
. - : arXiv, 2020
BASE
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11
EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints ...
Xu, Weijia
;
Carpuat, Marine
. - : arXiv, 2020
BASE
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12
Finding stories in the archive through paragraph alignment
Xu, Weijia
;
Esteva, Maria
In:
LLC. - Oxford : Oxford Univ. Press
26 (2011) 3, 359-363
BLLDB
OLC Linguistik
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13
Finding stories in the archive through paragraph alignment
Xu, Weijia
;
Esteva, Maria
. - : Oxford University Press, 2011
BASE
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