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1
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
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2
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
Xu, Weijia; Carpuat, Marine. - : arXiv, 2021
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3
Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer ...
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 ...
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5
Improving Multilingual Neural Machine Translation with Auxiliary Source Languages ...
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6
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ...
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7
How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ...
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8
EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints ...
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9
A Non-Autoregressive Edit-Based Approach to Controllable Text Simplification ...
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10
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU ...
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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
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12
Finding stories in the archive through paragraph alignment
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
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