Investigating hallucinations in pruned large language models for abstractive summarization

Chrysostomou, G., Zhao, Z., Williams, M. et al. (1 more author) (2024) Investigating hallucinations in pruned large language models for abstractive summarization. Transactions of the Association for Computational Linguistics, 12. pp. 1163-1181. ISSN 2307-387X

Abstract

Metadata

Item Type: Article
Authors/Creators:
Copyright, Publisher and Additional Information:

© 2024 Association for Computational Linguistics. Distributed under a CC-BY 4.0 license. (http://creativecommons.org/licenses/by/4.0/)

Keywords: Data Management and Data Science; Information and Computing Sciences
Dates:
  • Published: 18 September 2024
  • Published (online): 18 September 2024
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
Funding Information:
Funder
Grant number
Engineering and Physical Sciences Research Council
EP/V055712/1
RESPONSIBLE AI UK
EP/Y009800/1
Depositing User: Symplectic Sheffield
Date Deposited: 30 Sep 2024 11:40
Last Modified: 30 Sep 2024 11:40
Status: Published
Publisher: MIT Press
Refereed: Yes
Identification Number: 10.1162/tacl_a_00695
Open Archives Initiative ID (OAI ID):

Download

Export

Statistics