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ELCO3: Entity Linking with Corpus Coherence Combining Open Source Annotators

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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https://hal.archives-ouvertes.fr/hal-01173969
Contributor : Thierry Poibeau <>
Submitted on : Thursday, July 16, 2015 - 2:56:24 PM
Last modification on : Tuesday, January 5, 2021 - 5:28:07 PM
Long-term archiving on: : Saturday, October 17, 2015 - 10:56:21 AM

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  • HAL Id : hal-01173969, version 1

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Pablo Ruiz, Thierry Poibeau, Frédérique Mélanie-Becquet. ELCO3: Entity Linking with Corpus Coherence Combining Open Source Annotators. 2015 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL HLT 2015), Association for Computational Linguistics, May 2015, Denver, United States. ⟨hal-01173969⟩

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