Papers by Maad Alowaifeer
OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir (2025.emnlp-main)
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| Challenge: | An annotated Tafsir ontology and a collection of 15 structured Tafsian books are presented in this paper. |
| Approach: | They propose a framework for retrieval and question-answering Tafsir data that spans the entire pipeline from dataset construction through evaluation and error analysis. |
| Outcome: | The proposed framework achieves 69.52% accuracy and 74.36% correctness overall, though multi-hop and context-dependent questions remain challenging. |