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Parinthapat Pengpun

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#natural language process... Preprint Sep 2026

Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking

A simple, training-free framework in which a reasoning-capable vision-language model iteratively searches and reasons over Wikipedia, gathering evidence dynamically, shows that reasoning and retrieval are complementary on rare entities.

Parinthapat Pengpun, Simran Khanuja, Graham Neubig · 0 citations