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Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking
Not provided in the abstract
multimodalreasoningentity linkingretrieval
2609.10745
Builder Relevance
4h ago80%
Abstract
This paper explores the challenges of multilingual entity linking, particularly for rare entities, and proposes a framework that combines reasoning and retrieval to improve accuracy.
Reality Card
Core Claim
The proposed framework improves state-of-the-art accuracy by 6.9% overall and by up to 23.3% on rare-entity slices in multilingual entity linking.
Method / Result
The combination of reasoning and retrieval outperforms both methods individually, achieving a 6.9% overall improvement.
Limitations
The paper does not specify the authors or provide detailed experimental setups, which may hinder reproducibility.
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