160+ papers from 2016 to 2026 are surveyed, examining how AI systems operationalize Islamic knowledge. The survey spans NLP, information retrieval, speech processing, multimodal learning, educational technology, and LLM alignment. It was authored by QCRI and last updated on February 25, 2026.
Use Cases
- Surveying AI research trends in Islamic knowledge processing based on the systematic review of 160+ papers
- Benchmarking NLP and information retrieval systems for religious texts based on the survey's findings
- Informing the development of educational technology for Islamic studies based on the reviewed applications
- Analyzing LLM alignment approaches with Islamic ethical frameworks based on the survey's coverage
Strengths
- Systematic survey of 160+ papers provides a broad research overview
- Covers a 10-year time range from 2016 to 2026
- Examines multiple AI domains including NLP, speech processing, and multimodal learning
Limitations
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is unknown, which may limit suitability assessment
Provenance
- Source
- QCRI
- Collection Method
- Systematic survey and aggregation of academic papers
- Time Range
- 2016–2026
- Freshness
- Last updated 2026-02-25 08:51:19
- Geography
- null