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Old Age
Orthographic Syllable as basic unit for SMT between Related Languages
October 03, 2016 ยท Declared Dead ยท ๐ Conference on Empirical Methods in Natural Language Processing
"No code URL or promise found in abstract"
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Authors
Anoop Kunchukuttan, Pushpak Bhattacharyya
arXiv ID
1610.00634
Category
cs.CL: Computation & Language
Citations
35
Venue
Conference on Empirical Methods in Natural Language Processing
Last Checked
4 months ago
Abstract
We explore the use of the orthographic syllable, a variable-length consonant-vowel sequence, as a basic unit of translation between related languages which use abugida or alphabetic scripts. We show that orthographic syllable level translation significantly outperforms models trained over other basic units (word, morpheme and character) when training over small parallel corpora.
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