Open Korean Corpora: A Practical Report
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Abstract (arXiv)
Korean is often referred to as a low-resource language in the research community. While this claim is partially true, it is also because the availability of resources is inadequately advertised and curated. This work curates and reviews a list of Korean corpora, first describing institution-level resource development, then further iterate through a list of current open datasets for different types of tasks. We then propose a direction on how open-source dataset construction and releases should be done for less-resourced languages to promote research.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 31 Dec 2020.
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Citing papers per year: 2021: 3; 2022: 1; 2023: 0; 2024: 0; 2025: 2.
6 papers.
- 2021KLUE: Korean Language Understanding Evaluationcited by 113
- 2021Kosp2e: Korean Speech to English Translation Corpuscited by 7
- 2021A Survey on Awesome Korean NLP Datasetscited by 3
- 2022Korean Tokenization for Beam Search Rescoring in Speech Recognitioncited by 0
- 2025No Language Data Left Behind: A Comparative Study of CJK Language Datasets in the Hugging Face Ecosystemcited by 0
- 2025Open Korean Historical Corpus: A Millennia-Scale Diachronic Collection of Public Domain Textscited by 0
- 2025Open Korean Historical Corpus: A Millennia-Scale Diachronic Collection of Public Domain Texts28 Oct 2025
- 2025No Language Data Left Behind: A Comparative Study of CJK Language Datasets in the Hugging Face Ecosystem6 Jul 2025
- 2022Korean Tokenization for Beam Search Rescoring in Speech Recognition22 Feb 2022
- 2021A Survey on Awesome Korean NLP Datasets17 Oct 2021
- 2021Kosp2e: Korean Speech to English Translation Corpus6 Jul 2021
- 2021KLUE: Korean Language Understanding Evaluation20 May 2021