Author

S. Gaben

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Preprint Aug 2026

What Makes a Good Fiqh Retriever? Answer Retrieval for Arabic Islamic Jurisprudence

This work builds a retrieval test collection for Arabic fiqh and uses it to evaluate dense, lexical, hybrid, fine-tuned, and madhhab-aware retrieval strategies, and presents an error analysis showing that the main challenge is distinguishing answer-bearing passages from topically similar passages that do not contain th...

Somaya Eltanbouly, Heba Sbahi, Samer Rashwani et al. · 0 citations

#natural language process... Preprint Jul 2026

HalluTruthQA: A Fine-Grained Benchmark for Hallucination Detection, Localization, and Explanation in Arabic Question Answering

Large language models (LLMs) can generate fluent Arabic answers, yet factual errors remain difficult to detect, localize, explain, and verify. Existing hallucination benchmarks often provide response-level labels, with limited support for identifying the exact erroneous content, explaining why it is incorrect, or selec...

Abdessalam Bouchekif, M. Zighem, S. E. Bekhouche et al. · 2 citations