A deterministic, LLM-free Quranic recitation validator using a four-layer verse-matching search (exact, morphological, relaxed, fuzzy) and word-error-rate-graded feedback across five severity tiers is built.
Yahya Mohamed Elnawasany
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Yaryna Petruniv, I. Makogon, R. Kyslyi
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Natália Resende, Sheila Castilho, Maria Clara Menezes et al.
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Preprint
Aug 2026
We introduce grounded glossary generation, a structured task requiring models to recover semantically meaningful Sanskrit phrases and produce translation-grounded meanings from a sloka-translation pair, formalizing the traditional patha commentary practice as an evaluable NLP objective. We construct a benchmark of 31,3...
Manoj Balaji Jagadeeshan, Sai Pragnaan Marala, Pawan Goyal
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2026
Ammon Shurtz, Chris Richardson, Stephen D. Richardson
· International Conference on... · 0 citations
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2026
Telem Joyson Singh, Hemanta Baruah, Sanasam Ranbir Singh et al.
· International Conference on... · 0 citations
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