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What do Neural Machine Translation Models Learn about Morphology?
Yonatan Belinkov
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Nadir Durrani
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Fahim Dalvi
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Hassan Sajjad
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James Glass
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Paper Details:
Month: July
Year: 2017
Location: Vancouver, Canada
Venue:
ACL |
Citations
URL
Dissecting Contextual Word Embeddings: Architecture and Representation
Matthew Peters
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Mark Neumann
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Luke Zettlemoyer
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Wen-tau Yih
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Deep Contextualized Word Representations
Matthew Peters
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Mark Neumann
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Mohit Iyyer
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Matt Gardner
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Christopher Clark
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Kenton Lee
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Luke Zettlemoyer
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Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation
Han Guo
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Ramakanth Pasunuru
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Mohit Bansal
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Neural Morphological Tagging of Lemma Sequences for Machine Translation
Costanza Conforti
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Matthias Huck
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Alexander Fraser
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Exploring Word Sense Disambiguation Abilities of Neural Machine Translation Systems (Non-archival Extended Abstract)
Rebecca Marvin
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Philipp Koehn
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LSTMs Exploit Linguistic Attributes of Data
Nelson F. Liu
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Omer Levy
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Roy Schwartz
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Chenhao Tan
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Noah A. Smith
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Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis
Kelly Zhang
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Samuel Bowman
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https://doi.org/10.18653/v1/P17-1080
https://doi.org/10.18653/v1/P17-1080
https://github.com/
http://dl.acm.org/citation.cfm?id=1557690.1557732
https://aclweb.org/anthology/D16-
http://anthology.aclweb.org/P16-2058
http://www.aclweb.org/anthology/C14-1041
http://www.aclweb.org/anthology/P10-1048
http://aclweb.org/anthology/C16-1124
http://www.aclweb.org/anthology/D07-1091
http://www.aclweb.org/anthology/E03-1076
http://aclweb.org/anthology/D15-1246
https://doi.org/10.18653/v1/P16-1100
http://aclweb.org/anthology/D10-
http://www.aclweb.org/anthology/D13-1032
http://aclweb.org/anthology/P12-
http://www.aclweb.org/anthology/C00-2162
https://aclweb.org/anthology/D16-1079
http://www.aclweb.org/anthology/P16-1140
http://www.aclweb.org/anthology/P16-1162
https://aclweb.org/anthology/D16-1159
http://aclweb.org/anthology/E17-1100
https://transacl.org/ojs/index.php/tacl/article/view/863
https://wit3.fbk.eu
http://www.ims.uni-stuttgart.de/
http://www.statmt.org/moses/?n=Moses
Field Of Study
Linguistic Trends
Embeddings
Syntax
Morphology
Task
Tagging
Semantic Parsing
Machine Translation
Word Segmentation
Approach
Representation Learning
Language
Multilingual
English
French
Arabic
Hebrew
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