Digging Language Model - Maximum Entropy Phrase Extraction

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F16%3A43929886" target="_blank" >RIV/49777513:23520/16:43929886 - isvavai.cz</a>
Result on the web
<a href="http://link.springer.com/chapter/10.1007%2F978-3-319-45510-5_6" target="_blank" >http://link.springer.com/chapter/10.1007%2F978-3-319-45510-5_6</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-45510-5_6" target="_blank" >10.1007/978-3-319-45510-5_6</a>

Result language
angličtina
Original language name
Digging Language Model - Maximum Entropy Phrase Extraction
Original language description
This work introduces our maximum entropy phrase extraction method for the Czech - English translation task. Two different corpora and language models of the different sizes were used to explore a potential of the maximum entropy phrase extraction method and phrase table content optimization. Additionally, two different maximum entropy estimation criteria were compared with the state of the art phrase extraction method too. In the case of a domain oriented translation, maximum entropy phrase extraction significantly improves translation precision.
Czech name
—
Czech description
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Project
<a href="/en/project/LO1506" target="_blank" >LO1506: Sustainability support of the centre NTIS - New Technologies for the Information Society</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Text, Speech, and Dialogue 19th International Conference, TSD 2016, Brno , Czech Republic, September 12-16, 2016, Proceedings
ISBN
978-3-319-45509-9
ISSN
0302-9743
e-ISSN
—
Number of pages
8
Pages from-to
46-53
Publisher name
Springer
Place of publication
Heidelberg
Event location
Brno, Česká republika
Event date
Sep 12, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000389707400006

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