| dc.contributor.author | DROOG-HAYES, M | |
| dc.contributor.author | WIGGINS, GA | |
| dc.contributor.author | PURVER, MRJ | |
| dc.contributor.author | 13th IEEE International Conference on Semantic Computing | |
| dc.date.accessioned | 2019-03-28T14:32:18Z | |
| dc.date.available | 2018-12-05 | |
| dc.date.available | 2019-03-28T14:32:18Z | |
| dc.date.issued | 2019-02-01 | |
| dc.identifier.citation | Droog-Hayes, M., Wiggins, G. and Purver, M. (2019). Detecting Summary-Worthy Sentences: The Effect of Discourse Features. 2019 IEEE 13th International Conference on Semantic Computing (ICSC). [online] Available at: https://ieeexplore.ieee.org/abstract/document/8665576 [Accessed 28 Mar. 2019]. | en_US |
| dc.identifier.uri | https://qmro.qmul.ac.uk/xmlui/handle/123456789/56572 | |
| dc.description.abstract | We examine the benefit of a variety of discourse and semantic features for the identification of summary-worthy content in narrative stories. Using logistic regression models, we find that the most informative features are those that relate to the narrative structure of a text. We show that automatic methods for feature extraction perform significantly worse than full manual annotation, but that with optimization, a fully automatic approach can outperform a variety of existing extractive approaches to summarization. | en_US |
| dc.publisher | IEEE | en_US |
| dc.title | Detecting Summary-worthy Sentences: the Effect of Discourse Features | en_US |
| dc.type | Conference Proceeding | en_US |
| dc.rights.holder | © 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | |
| pubs.notes | Not known | en_US |
| pubs.publication-status | Published | en_US |
| dcterms.dateAccepted | 2018-12-05 | |
| rioxxterms.funder | Default funder | en_US |
| rioxxterms.identifier.project | Default project | en_US |
