On the Exploration of English to Urdu Machine Translation

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F20%3A10426969" target="_blank" >RIV/00216208:11320/20:10426969 - isvavai.cz</a>

Result on the web

<a href="https://www.aclweb.org/anthology/2020.sltu-1.40" target="_blank" >https://www.aclweb.org/anthology/2020.sltu-1.40</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

On the Exploration of English to Urdu Machine Translation

Original language description

Machine Translation is the inevitable technology to reduce communication barriers in today&apos;s world. It has made substantial progress in recent years and is being widely used in commercial as well as non-profit sectors. Such is only the case for European and other high resource languages. For English-Urdu language pair, the technology is in its infancy stage due to scarcity of resources. Present research is an important milestone in English-Urdu machine translation, as we present results for four major domains including Biomedical, Religious, Technological and General using Statistical and Neural Machine Translation. We performed series of experiments in attempts to optimize the performance of each system and also to study the impact of data sources on the systems. Finally, we established a comparison of the data sources and the effect of language model size on statistical machine translation performance.

Czech name

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Czech description

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Type

O - Miscellaneous

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

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Continuities

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Publication year

2020

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů