Heinzerling, B., Moosavi, N.S. orcid.org/0000-0002-8332-307X and Strube, M. (2017) Revisiting selectional preferences for coreference resolution. In: Palmer, M., Hwa, R. and Riedel, S., (eds.) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing 2017 (EMNLP), 09-11 Sep 2017, Copenhagen, Denmark. Association for Computational Linguistics , pp. 1332-1339. ISBN 9781945626838
Abstract
Selectional preferences have long been claimed to be essential for coreference resolution. However, they are modeled only implicitly by current coreference resolvers. We propose a dependency-based embedding model of selectional preferences which allows fine-grained compatibility judgments with high coverage. Incorporating our model improves performance, matching state-of-the-art results of a more complex system. However, it comes with a cost that makes it debatable how worthwhile are such improvements.
Metadata
Item Type: | Proceedings Paper |
---|---|
Authors/Creators: |
|
Editors: |
|
Copyright, Publisher and Additional Information: | © 2017 Association for Computational Linguistics. Available under a Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/). |
Dates: |
|
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 09:18 |
Last Modified: | 08 Sep 2022 09:18 |
Status: | Published |
Publisher: | Association for Computational Linguistics |
Refereed: | Yes |
Identification Number: | 10.18653/v1/d17-1138 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:190608 |