ELCO3: Entity linking with corpus coherence combining open source annotators

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Abstract

Entity Linking (EL) systems’ performance is uneven across corpora or depending on entity types. To help overcome this issue, we propose an EL workflow that combines the outputs of several open source EL systems, and selects annotations via weighted voting. The results are displayed on a UI that allows the users to navigate the corpus and to evaluate annotation quality based on several metrics.

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APA

Ruiz, P., Poibeau, T., & Mélanie, F. (2015). ELCO3: Entity linking with corpus coherence combining open source annotators. In NAACL-HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Demonstrations, Proceedings (pp. 46–50). Association for Computational Linguistics (ACL). https://doi.org/10.3115/v1/n15-3010

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