Designing a Collaborative Process to Create Bilingual Dictionaries of Indonesian Ethnic Languages

Nasution, Arbi Haza and Murakami, Yohei and Ishida, Toru (2018) Designing a Collaborative Process to Create Bilingual Dictionaries of Indonesian Ethnic Languages. In: ELEVENTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, MAY 7– 12, 2018, Miyazaki, Japan.

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Abstract

The constraint-based approach has been proven useful for inducing bilingual dictionary for closely-related low-resource languages. When we want to create multiple bilingual dictionaries linking several languages, we need to consider manual creation by a native speaker if there are no available machine-readable dictionaries are available as input. To overcome the difficulty in planning the creation of bilingual dictionaries, the consideration of various methods and costs, plan optimization is essential. Utilizing both constraint-based approach and plan optimizer, we design a collaborative process for creating 10 bilingual dictionaries from every combination of 5 languages, i.e., Indonesian, Malay, Minangkabau, Javanese, and Sundanese. We further design an online collaborative dictionary generation to bridge spatial gap between native speakers. We define a heuristic plan that only utilizes manual investment by the native speaker to evaluate our optimal plan with total cost as an evaluation metric. The optimal plan outperformed the heuristic plan with a 63.3% cost reduction.

Item Type: Conference or Workshop Item (Paper)
Subjects: T Technology > T Technology (General)
Divisions: > Teknik Informatika
Depositing User: Monika Winda Monika
Date Deposited: 04 Aug 2023 03:34
Last Modified: 04 Aug 2023 03:34
URI: http://repository.uir.ac.id/id/eprint/22309

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