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1
Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation ...
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2
Better Neural Machine Translation by Extracting Linguistic Information from BERT ...
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3
Pointer-based Fusion of Bilingual Lexicons into Neural Machine Translation ...
Abstract: Neural machine translation (NMT) systems require large amounts of high quality in-domain parallel corpora for training. State-of-the-art NMT systems still face challenges related to out-of-vocabulary words and dealing with low-resource language pairs. In this paper, we propose and compare several models for fusion of bilingual lexicons with an end-to-end trained sequence-to-sequence model for machine translation. The result is a fusion model with two information sources for the decoder: a neural conditional language model and a bilingual lexicon. This fusion model learns how to combine both sources of information in order to produce higher quality translation output. Our experiments show that our proposed models work well in relatively low-resource scenarios, and also effectively reduce the parameter size and training cost for NMT without sacrificing performance. ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1909.07907
https://arxiv.org/abs/1909.07907
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4
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing ...
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5
An Easily Extensible HMM Word Aligner
In: Prague Bulletin of Mathematical Linguistics , Vol 111, Iss 1, Pp 87-96 (2018) (2018)
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6
A Python-based Interface for Wide Coverage Lexicalized Tree-adjoining Grammars
In: Prague Bulletin of Mathematical Linguistics , Vol 103, Iss 1, Pp 139-159 (2015) (2015)
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7
Kriya - an end-to-end hierarchical phrase-based MT system
In: The Prague bulletin of mathematical linguistics. - Praha : Univ. (2012) 97, 83-98
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OLC Linguistik
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8
Analysis of Semi-Supervised Learning with the Yarowsky Algorithm ...
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9
Semi-supervised model adaptation for statistical machine translation
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 21 (2007) 2, 77-94
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OLC Linguistik
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10
A clustering approach for the nearly unsupervised recognition of nonliteral language
In: Association for Computational Linguistics / European Chapter. Conference of the European Chapter of the Association for Computational Linguistics. - Menlo Park, Calif. : ACL 11 (2006), 329-336
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11
D-LTAG System: Discourse Parsing with a Lexicalized Tree-Adjoining Grammar
In: Journal of logic, language and information. - Dordrecht [u.a.] : Kluwer 12 (2003) 3, 261-280
OLC Linguistik
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12
Discourse and information structure
In: Journal of logic, language and information. - Dordrecht [u.a.] : Kluwer 12 (2003) 3, 249-374
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13
Tree adjoining grammars and their application to statistical parsing
In: Data-oriented parsing. - Stanford, Calif. : CSLI Publ. (2003), 253-281
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14
A Note on Typing Feature Structures
In: Computational linguistics. - Cambridge, Mass. : MIT Press 28 (2002) 3, 389
OLC Linguistik
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15
A note on typing feature structures
In: Computational linguistics. - Cambridge, Mass. : MIT Press 28 (2002) 3, 389-397
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16
Combining labeled and unlabeled data in statistical natural language parsing
In: Dissertations available from ProQuest (2002)
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17
Tree adjoining grammars : formalisms, linguistic analysis and processing
Issac, Fabrice (Mitarb.); Sarkar, Anoop (Mitarb.); Joshi, Aravind K. (Mitarb.). - Stanford, Calif. : CSLI Publ., 2000
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UB Frankfurt Linguistik
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18
The conflict between future tense and modality : the case of "will" in English
In: University of Pennsylvania. University of Pennsylvania working papers in linguistics. - Philadelphia, Pa. : Univ. 5 (1998) 2, 91-117
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19
Separating Dependency from Constituency in a Tree Rewriting System ...
Sarkar, Anoop. - : arXiv, 1998
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20
The Conflict Between Future Tense and Modality: The Case of Will in English
In: University of Pennsylvania Working Papers in Linguistics (1998)
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