Improving Domain-Specific NER in the Indonesian Language Through Domain Transfer and Data Augmentation

• Published in: Journal of advanced computational intelligence and intelligent informatics Vol. 28; no. 6; pp. 1299 - 1312
• Main Authors: Khairunnisa, Siti Oryza, Chen, Zhousi, Komachi, Mamoru
• Format: Journal Article
• Language: English
• Published: Tokyo Fuji Technology Press Co. Ltd 01.11.2024
• Subjects: Data augmentation; Datasets; English language; Learning; Performance enhancement; Performance evaluation

Named entity recognition (NER) usually focuses on general domains. Specific domains beyond the English language have rarely been explored. In Indonesian NER, the available resources for specific domains are scarce and on small scales. Building a large dataset is time-consuming and costly, whereas a...