Detecting Hallucinations and Recovering Verified Answers in Arabic Islamic Question Answering

arXiv:2608.03720 · cs.CL · Submitted 2026-08-04 · Read on arXiv

Khaled Ziani

cs.CL

Submitted: 2026-08-04

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Hallucination — 46× in this paper · explained in 4 episodes
Hallucination Detection — 21× in this paper · explained in 2 episodes
Accuracy — 20× in this paper · explained in 1 episode
Benchmark — 6× in this paper · explained in 2 episodes
Verification — 6× in this paper · explained in 2 episodes
Consistency — 5× in this paper · explained in 3 episodes
F1 Score — 3× in this paper · explained in 4 episodes
Localization — 3× in this paper · explained in 2 episodes
Error Localization — 2× in this paper · explained in 2 episodes
Faithfulness — 2× in this paper · explained in 2 episodes
RAG — 2× in this paper · explained in 3 episodes
Self-Consistency — 2× in this paper · explained in 3 episodes
Benchmarking — 1× in this paper · explained in 4 episodes
Composition — 1× in this paper · explained in 2 episodes
False Negatives — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Grounding — 1× in this paper · explained in 3 episodes
Language Models (LLMs) — 1× in this paper · explained in 2 episodes
Large Language Models (LLMs) — 1× in this paper · explained in 9 episodes
Provenance — 1× in this paper · explained in 5 episodes

Sources

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