Improving the faithfulness of attention-based explanations with task-specific information for text classification

Chrysostomou, G. and Aletras, N. orcid.org/0000-0003-4285-1965 (Submitted: 2021) Improving the faithfulness of attention-based explanations with task-specific information for text classification. arXiv. (Submitted)

Abstract

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Authors/Creators:
Copyright, Publisher and Additional Information: © 2021 The Author(s). Available under the terms of the Creative Commons Attribution Licence (http://creativecommons.org/licenses/by/4.0).
Dates:
  • Submitted: 6 May 2021
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
Funding Information:
FunderGrant number
Engineering and Physical Science Research CouncilEP/V055712/1
Depositing User: Symplectic Sheffield
Date Deposited: 20 May 2021 10:58
Last Modified: 20 May 2021 10:58
Published Version: https://arxiv.org/abs/2105.02657v2
Status: Submitted
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Filename: 2105.02657v2.pdf

Description: Submitted accepted version

Licence: CC-BY 4.0

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