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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 ...
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4
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing ...
Abstract: The addition of syntax-aware decoding in Neural Machine Translation (NMT) systems requires an effective tree-structured neural network, a syntax-aware attention model and a language generation model that is sensitive to sentence structure. We exploit a top-down tree-structured model called DRNN (Doubly-Recurrent Neural Networks) first proposed by Alvarez-Melis and Jaakola (2017) to create an NMT model called Seq2DRNN that combines a sequential encoder with tree-structured decoding augmented with a syntax-aware attention model. Unlike previous approaches to syntax-based NMT which use dependency parsing models our method uses constituency parsing which we argue provides useful information for translation. In addition, we use the syntactic structure of the sentence to add new connections to the tree-structured decoder neural network (Seq2DRNN+SynC). We compare our NMT model with sequential and state of the art syntax-based NMT models and show that our model produces more fluent translations with better ... : Accepted as an EMNLP 2018 Long Paper ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.1809.01854
https://arxiv.org/abs/1809.01854
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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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