Optimizing segmentation granularity for neural machine translation

Elizabeth Salesky; Andrew Runge; Alex Coda; Jan Niehues; Graham Neubig

doi:10.1007/s10590-019-09243-8

Optimizing segmentation granularity for neural machine translation

Elizabeth Salesky^*, Andrew Runge, Alex Coda, Jan Niehues, Graham Neubig

^*Corresponding author for this work

Data Science & Knowledge Engineering

Research output: Contribution to journal › Article › Academic › peer-review

Original language	English
Pages (from-to)	41-59
Number of pages	19
Journal	Machine Translation
Volume	34
Issue number	1
Early online date	24 Jan 2020
DOIs	https://doi.org/10.1007/s10590-019-09243-8
Publication status	Published - Apr 2020

Keywords

Neural machine translation
Subword units
Byte-pair encoding
Online optimization
Segmentation

Access to Document

10.1007/s10590-019-09243-8

Cite this

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title = "Optimizing segmentation granularity for neural machine translation",

keywords = "Neural machine translation, Subword units, Byte-pair encoding, Online optimization, Segmentation",

author = "Elizabeth Salesky and Andrew Runge and Alex Coda and Jan Niehues and Graham Neubig",

year = "2020",

month = apr,

doi = "10.1007/s10590-019-09243-8",

language = "English",

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journal = "Machine Translation",

issn = "0922-6567",

publisher = "Springer",

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AU - Runge, Andrew

AU - Coda, Alex

AU - Niehues, Jan

AU - Neubig, Graham

PY - 2020/4

Y1 - 2020/4

KW - Neural machine translation

KW - Subword units

KW - Byte-pair encoding

KW - Online optimization

KW - Segmentation

U2 - 10.1007/s10590-019-09243-8

DO - 10.1007/s10590-019-09243-8

M3 - Article

VL - 34

SP - 41

EP - 59

JO - Machine Translation

JF - Machine Translation

SN - 0922-6567

IS - 1

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