IslamicFaithQA is a bilingual (Arabic/English) generative Islamic question answering benchmark designed for faithfulness-oriented evaluation. The dataset is intended to support research on correctness, hallucination reduction, and abstention behavior in Islamic QA, including retrieval-augmented and agentic approaches.
This dataset accompanies the paper:
From RAG to Agentic RAG for Faithful Islamic Question Answering (arxiv.org/abs/2601.07528)
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/QCRI/IslamicFaithQA.
