In-domain relation discovery with meta-constraints via posterior regularization

We present a novel approach to discovering relations and their instantiations from a collection of documents in a single domain. Our approach learns relation types by exploiting meta-constraints that characterize the general qualities of a good relation in any domain. These constraints state that in...

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Bibliographic Details
Main Authors: Chen, Harr, Benson, Edward Oscar, Naseem, Tahira, Barzilay, Regina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Association for Computing Machinery 2012
Online Access:http://hdl.handle.net/1721.1/73079
https://orcid.org/0000-0002-2921-8201