AC-IQuAD: Automatically Constructed Indonesian Question Answering Dataset by Leveraging Wikidata
Penulis:Â Doxolodeo, Kerenza;Â Krisnadhi, Adila Alfa
Informasi
JurnalLanguage Resources and Evaluation
PenerbitSpringer Science and Business Media B.V., Springer Netherlands
Volume & EdisiVol. 59,Edisi 1
Halaman135 - 160
Tahun Publikasi2025
ISSN1574020X
Jenis SumberScopus
Sitasi
Scopus: 2
Google Scholar: 5
PubMed: 5
Abstrak
Constructing a question-answering dataset can be prohibitively expensive, making it difficult for researchers to make one for an under-resourced language, such as Indonesian. We create a novel Indonesian Question Answering dataset that is produced automatically end-to-end. The process uses Context Free Grammar, the Wikipedia Indonesian Corpus, and the concept of the proxy model. The dataset consists of 134 thousand simple questions and 60 thousand complex questions. It achieved competitive grammatical and model accuracy compared to the translated dataset but suffers from some issues due to resource constraints. © The Author(s) 2024.
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