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1
Emerging Dimension Weights in a Conceptual Spaces Model of Concept Combination ...
Lewis, Martha; Lawry, Jonathan. - : arXiv, 2016
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2
Syntactic Structures and Code Parameters ...
Shu, Kevin; Marcolli, Matilde. - : arXiv, 2016
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3
Part-of-Speech Tagging for Historical English ...
Yang, Yi; Eisenstein, Jacob. - : arXiv, 2016
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4
Resolving Out-of-Vocabulary Words with Bilingual Embeddings in Machine Translation ...
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5
Connecting Phrase based Statistical Machine Translation Adaptation ...
Wang, Rui; Zhao, Hai; Lu, Bao-Liang. - : arXiv, 2016
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6
Dual Learning for Machine Translation ...
Abstract: While neural machine translation (NMT) is making good progress in the past two years, tens of millions of bilingual sentence pairs are needed for its training. However, human labeling is very costly. To tackle this training data bottleneck, we develop a dual-learning mechanism, which can enable an NMT system to automatically learn from unlabeled data through a dual-learning game. This mechanism is inspired by the following observation: any machine translation task has a dual task, e.g., English-to-French translation (primal) versus French-to-English translation (dual); the primal and dual tasks can form a closed loop, and generate informative feedback signals to train the translation models, even if without the involvement of a human labeler. In the dual-learning mechanism, we use one agent to represent the model for the primal task and the other agent to represent the model for the dual task, then ask them to teach each other through a reinforcement learning process. Based on the feedback signals generated ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1611.00179
https://arxiv.org/abs/1611.00179
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7
BattRAE: Bidimensional Attention-Based Recursive Autoencoders for Learning Bilingual Phrase Embeddings ...
Zhang, Biao; Xiong, Deyi; Su, Jinsong. - : arXiv, 2016
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8
Vocabulary Manipulation for Neural Machine Translation ...
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9
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments ...
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10
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders ...
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11
Automatic Construction of Discourse Corpora for Dialogue Translation ...
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12
Scalable Machine Translation in Memory Constrained Environments ...
Baltescu, Paul. - : arXiv, 2016
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13
Log-linear Combinations of Monolingual and Bilingual Neural Machine Translation Models for Automatic Post-Editing ...
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14
Neural Name Translation Improves Neural Machine Translation ...
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15
One Sentence One Model for Neural Machine Translation ...
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16
Machine Learning Techniques with Ontology for Subjective Answer Evaluation ...
Devi, M. Syamala; Mittal, Himani. - : arXiv, 2016
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17
Prepositional Attachment Disambiguation Using Bilingual Parsing and Alignments ...
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18
Language classification from bilingual word embedding graphs ...
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19
MetaDIG : Engaging Scientists in the Improvement of Metadata and Data ...
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20
MetaDIG : Engaging Scientists in the Improvement of Metadata and Data ...
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