CROSS-LINGUAL ANNOTATION PROJECTION FOR THE DEVELOPMENT OF MALAY CORPUS
Cross-lingual annotation projection methods can benefit from rich-resourced languages to improve the performance of Natural Language Processing (NLP) tasks in less-resourced languages. In this research, Malay is experimented as the lessresourced language and English is experimented as the rich-re...
محفوظ في:
| المؤلف الرئيسي: | |
|---|---|
| التنسيق: | أطروحة |
| اللغة: | English |
| منشور في: |
2014
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| الموضوعات: | |
| الوصول للمادة أونلاين: | http://utpedia.utp.edu.my/21305/1/2014%20-COMPUTER%20%26%20INFORMATION%20SCIENCES%20-%20CROSS-LINGUAL%20ANNOTATION%20PROJECTION%20FOR%20THE%20DEVELOPMENT%20OF%20MALAY%20CORPOS%20-%20NORSHUHANI%20ZAMIN.pdf http://utpedia.utp.edu.my/21305/ |
| الوسوم: |
إضافة وسم
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| الملخص: | Cross-lingual annotation projection methods can benefit from rich-resourced
languages to improve the performance of Natural Language Processing (NLP) tasks in
less-resourced languages. In this research, Malay is experimented as the lessresourced
language and English is experimented as the rich-resourced language. The
research is proposed to reduce the deadlock in Malay computational linguistic
research due to the shortage of Malay tools and annotated corpus by exploiting stateof-
the-art English tools. The aim of the research is to investigate a suitable crosslingual
annotation projection based on word alignment of two languages with
syntactical differences. A word alignment method known as MEW A (Malay-J;nglish
Word Aligner) that integrates a Dice Coefficient and bigram string similarity measure
with little supervision is proposed. |
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