Bias Modeling for Distantly Supervised Relation Extraction

Distant supervision (DS) automatically annotates free text with relation mentions from existing knowledge bases (KBs), providing a way to alleviate the problem of insufficient training data for relation extraction in natural language processing (NLP). However, the heuristic annotation process does n...

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Bibliographic Details
Main Authors: Yang Xiang, Yaoyun Zhang, Xiaolong Wang, Yang Qin, Wenying Han
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/969053