Critical Survey of the Freely Available Arabic Corpora
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Abstract (arXiv)
The availability of corpora is a major factor in building natural language processing applications. However, the costs of acquiring corpora can prevent some researchers from going further in their endeavours. The ease of access to freely available corpora is urgent needed in the NLP research community especially for language such as Arabic. Currently, there is not easy was to access to a comprehensive and updated list of freely available Arabic corpora. We present in this paper, the results of a recent survey conducted to identify the list of the freely available Arabic corpora and language resources. Our preliminary results showed an initial list of 66 sources. We presents our findings in the various categories studied and we provided the direct links to get the data when possible.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 25 Feb 2017.
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Citing papers per year: 2021: 1; 2022: 2; 2023: 0; 2024: 0; 2025: 1; 2026: 3.
7 papers.
- 2021Masader: Metadata Sourcing for Arabic Text and Speech Data Resourcescited by 20
- 2022Masader Plus: A New Interface for Exploring +500 Arabic NLP Datasetscited by 8
- 2022Resources for Turkish Natural Language Processing: A critical surveycited by 6
- 2025From Human Annotation to Automation: LLM-in-the-Loop Active Learning for Arabic Sentiment Analysiscited by 0
- 2026The Generator-Eraser Paradox: Community Guidelines for Responsible LLM-Assisted Dialect Resource Creationcited by 0
- 2026A Comprehensive Analysis of Arabic Natural Language Processing Research: Trends, Topic Evolution, and Research Gaps -- A Bibliometric and Topic-Based Studycited by 0
- 2026Benchmarking Arabic--Russian Machine Translation: A Comparison of Fine-tuned NMT and Few-shot LLMs under Rich Morphology and Low Lexical Overlapcited by 0
- 2026Benchmarking Arabic--Russian Machine Translation: A Comparison of Fine-tuned NMT and Few-shot LLMs under Rich Morphology and Low Lexical Overlap26 Aug 2026
- 2026A Comprehensive Analysis of Arabic Natural Language Processing Research: Trends, Topic Evolution, and Research Gaps -- A Bibliometric and Topic-Based Study24 Aug 2026
- 2026The Generator-Eraser Paradox: Community Guidelines for Responsible LLM-Assisted Dialect Resource Creation4 Jun 2026
- 2025From Human Annotation to Automation: LLM-in-the-Loop Active Learning for Arabic Sentiment Analysis27 Sep 2025
- 2022Masader Plus: A New Interface for Exploring +500 Arabic NLP Datasets1 Aug 2022
- 2022Resources for Turkish Natural Language Processing: A critical survey11 Apr 2022
- 2021Masader: Metadata Sourcing for Arabic Text and Speech Data Resources13 Oct 2021