Entity linking method, electronic device for performing entity linking, and non-transitory computer-readable recording medium
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United States of America Patent
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Feb 2, 2021
Grant Date -
Aug 15, 2019
app pub date -
Jan 8, 2019
filing date -
Feb 12, 2018
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Abstract
A method, an apparatus and an electronic device for performing entity linking, and a non-transitory computer-readable recording medium are provided. The method includes constructing training data including a plurality of sets of labeled data using an existing unambiguous entity database where unambiguous entities corresponding to respective entity words are stored, each set of the labeled data including a text having an entity word and an unambiguous entity linked with the entity word; training an unambiguous entity recognition model whose output is a matching probability between an entity word in a text and an unambiguous entity using the training data; and inputting a text having an entity word to be recognized into the unambiguous entity recognition model, and determining an unambiguous entity linked with the entity word to be recognized based on an output result of the unambiguous entity recognition model.
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