Moosavi, N.S. orcid.org/0000-0002-8332-307X and GhassemSani, G. (2014) Unsupervised coreference resolution using a graph labeling approach. In: Vetulani, Z. and Mariani, J., (eds.) Human Language Technology Challenges for Computer Science and Linguistics. 5th Language and Technology Conference (LTC 2011), 25-27 Nov 2011, Poznań, Poland. Lecture Notes in Computer Science: Lecture Notes in Artificial Intelligence (LNAI), LNCS 8387 . Springer International Publishing , pp. 93-103. ISBN 9783319089577
Abstract
In this paper, we present a new unsupervised coreference resolution method, that models coreference resolution as a graph labeling problem. The proposed approach uses an incremental graph development method that hierarchically deploys coreference features from higher precision to lower ones. Then, a relaxation labeling method is used for solving the graph labeling problem.
Metadata
Item Type: | Proceedings Paper |
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Authors/Creators: |
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Editors: |
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Copyright, Publisher and Additional Information: | © 2014 |
Keywords: | Unsupervised coreference resolution; Graph labeling; Relaxation labeling; Hierarchical graph development |
Dates: |
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Institution: | The University of Sheffield |
Academic Units: | The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield) |
Depositing User: | Symplectic Sheffield |
Date Deposited: | 08 Sep 2022 11:18 |
Last Modified: | 08 Sep 2022 11:18 |
Published Version: | https://link.springer.com/chapter/10.1007/978-3-31... |
Status: | Published |
Publisher: | Springer International Publishing |
Series Name: | Lecture Notes in Computer Science: Lecture Notes in Artificial Intelligence (LNAI) |
Refereed: | Yes |
Identification Number: | 10.1007/978-3-319-08958-4_8 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:190612 |