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Xu, Weijia (13)
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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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Simple Search
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
;
Mansour, Saab
. - : arXiv, 2021
Abstract:
Multilingual pre-trained contextual embedding models (Devlin et al., 2019) have achieved impressive performance on zero-shot cross-lingual transfer tasks. Finding the most effective fine-tuning strategy to fine-tune these models on high-resource languages so that it transfers well to the zero-shot languages is a non-trivial task. In this paper, we propose a novel meta-optimizer to soft-select which layers of the pre-trained model to freeze during fine-tuning. We train the meta-optimizer by simulating the zero-shot transfer scenario. Results on cross-lingual natural language inference show that our approach improves over the simple fine-tuning baseline and X-MAML (Nooralahzadeh et al., 2020). ... : MetaNLP at ACL 2021 ...
Keyword:
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://dx.doi.org/10.48550/arxiv.2107.09840
https://arxiv.org/abs/2107.09840
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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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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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