Syauqi, A'la, Wibawa, Aji Prasetya and Handayani, Anik Nur (2026) Interactive tool for Javanese Script Transliteration and Corpus Construction. Presented at 2026 International Conference on Current Research in Artificial Intelligence and Data Science (ICCRAIDS), 10-11 April 2026, Banyumas, Indonesia.
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Abstract
The traditional scriptio continua writing style of Javanese script poses significant challenges for automated transliteration and semantic word segmentation. To address this limitation, this study proposes an interactive human-in-the-loop framework designed for efficient corpus construction. The system integrates a deterministic rule-based transliteration engine with a web-based interface for manual curation. A specialized greedy alignment algorithm featuring a look-ahead mechanism is employed to automatically map curated Latin tokens back to the original Javanese characters. Experimental validation was conducted using a ground truth dataset derived from the 1927 Kejawen periodical. The results demonstrate that the framework achieved a 100 % Alignment Success Rate and a negligible processing latency of 0.1 milliseconds per sentence. Additionally, the system successfully extracted 1,992 verified word pairs from 300 sentences. These findings confirm the efficacy of the proposed tool in generating high-quality duallayer parallel corpora, thereby facilitating the development of advanced neural models for low-resource languages.
| Item Type: | Conference (Paper) |
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| Keywords: | Javanese Script; Parallel Corpus; Transliteration; Word Segmentation |
| Subjects: | 08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080107 Natural Language Processing |
| Divisions: | Faculty of Technology > Department of Informatics Engineering |
| Depositing User: | A'la Syauqi |
| Date Deposited: | 10 Jul 2026 14:29 |
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