Automatic Selection of Reference Pages in Wikipedia for Improving Targeted Entities Disambiguation

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Automatic Selection of Reference Pages in Wikipedia for Improving Targeted Entities Disambiguation
Authors
Takuya Makino
Publication date
2014
DOI
10.3115/v1/E14-4021
Links
Original

Automatic Selection of Reference Pages in Wikipedia for Improving Targeted Entities Disambiguation - scientific work related to Wikipedia quality published in 2014, written by Takuya Makino.

Overview

In Targeted Entity Disambiguation setting, authors take (i) a set of entity names which belong to the same domain (target entities), (ii) candidate mentions of the given entities which are texts that contain the target entities as input, and then determine which ones are true mentions of “target entity”. For example, given the names of IT companies, including Apple, authors determine Apple in a mention denotes an IT company or not. Prior work proposed a graph based model. This model ranks all candidate mentions based on scores which denote the degree of relevancy to target entities. Furthermore, this graph based model could utilize reference pages of target entities. However, human annotators must select reference pages in advance. Authors propose an automatic method that can select reference pages. Authors formalize the selection problem of reference pages as an Integer Linear Programming problem. Authors show that model works as well as the prior work that manually selected reference pages.

Embed

Wikipedia Quality

Makino, Takuya. (2014). "[[Automatic Selection of Reference Pages in Wikipedia for Improving Targeted Entities Disambiguation]]".DOI: 10.3115/v1/E14-4021.

English Wikipedia

{{cite journal |last1=Makino |first1=Takuya |title=Automatic Selection of Reference Pages in Wikipedia for Improving Targeted Entities Disambiguation |date=2014 |doi=10.3115/v1/E14-4021 |url=https://wikipediaquality.com/wiki/Automatic_Selection_of_Reference_Pages_in_Wikipedia_for_Improving_Targeted_Entities_Disambiguation}}

HTML

Makino, Takuya. (2014). &quot;<a href="https://wikipediaquality.com/wiki/Automatic_Selection_of_Reference_Pages_in_Wikipedia_for_Improving_Targeted_Entities_Disambiguation">Automatic Selection of Reference Pages in Wikipedia for Improving Targeted Entities Disambiguation</a>&quot;.DOI: 10.3115/v1/E14-4021.