A Machine Learning Filter for the Slot Filling Task

A Machine Learning Filter for the Slot Filling Task

Slot Filling, a subtask of Relation Extraction, represents a key aspect for building structured knowledge bases usable for semantic-based information retrieval. In this work, we present a machine learning filter whose aim is to enhance the precision of relation extractors while minimizing the impact...

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Bibliographic Details
Main Authors: Kevin Lange Di Cesare, Amal Zouaq, Michel Gagnon, Ludovic Jean-Louis
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Information
Subjects:
information retrieval
information extraction
relation extraction
slot filling
knowledge base population
most frequent patterns
precision
data mining
Online Access:http://www.mdpi.com/2078-2489/9/6/133

Internet

http://www.mdpi.com/2078-2489/9/6/133

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