Combining open source annotators for entity linking through weighted voting

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Abstract

An English entity linking (EL) workflow is presented, which combines the annotations of five public open source EL services. The annotations are combined through a weighted voting scheme inspired by the ROVER method, which had not been previously tested on EL outputs. The combined results improved over each individual system's results, as evaluated on four different golden sets.

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APA

Ruiz, P., & Poibeau, T. (2015). Combining open source annotators for entity linking through weighted voting. In Proceedings of the 4th Joint Conference on Lexical and Computational Semantics, *SEM 2015 (pp. 211–215). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/s15-1025

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