Abstract
To extend a complete workflow of automatic acquisition of morphological rules for morphological analyser, we propose a semi-automatic workflow for under-resourced language, which is Iban language. The workflow focuses in determining the rules to be used for building Iban morphological analyser without prior knowledge of language-specific morphological rules. This work introduces three main steps in acquiring the rules from the under-resourced language, which are morphological rules extraction, validation of the extracted rules and evaluation of the generated rules. From the proposed workflow, 25 rules were generated from 744 rules candidate. This work has achieved 76% of precision and 99% of recall. We believe the workflow will assist other researchers to build morphological analyser with the validated morphological rules for the under-resourced languages.
Original language | English |
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Title of host publication | 2012 International Conference on Asian Language Processing |
Pages | 21-24 |
Number of pages | 4 |
DOIs | |
Publication status | Published - 2012 |
Event | International Conference on Asian Language Processing (IALP) 2012 - Hanoi, Vietnam Duration: 13 Nov 2012 → 15 Nov 2012 https://ieeexplore.ieee.org/xpl/conhome/6472868/proceeding (Proceedings) |
Conference
Conference | International Conference on Asian Language Processing (IALP) 2012 |
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Abbreviated title | IALP 2012 |
Country/Territory | Vietnam |
City | Hanoi |
Period | 13/11/12 → 15/11/12 |
Internet address |
Keywords
- Morphological analyzer
- Morphological rules
- Rules extraction
- Under-resourced language