Show simple item record

AuthorAtanasova, Pepa
AuthorMàrquez, Lluís
AuthorBarrón-Cedeño, Alberto
AuthorElsayed, Tamer
AuthorSuwaileh, Reem
AuthorZaghouani, Wajdi
AuthorKyuchukov, Spas
AuthorDa San Martino, Giovanni
AuthorNakov, Presiav
Available date2024-03-11T06:03:07Z
Publication Date2018
Publication NameCEUR Workshop Proceedings
ResourceScopus
ISSN16130073
URIhttp://hdl.handle.net/10576/52854
URIhttp://dx.doi.org/10.48550/arXiv.1808.05542
AbstractWe present an overview of the CLEF-2018 CheckThat! Lab on Automatic Identification and Verification of Political Claims, with focus on Task 1: Check-Worthiness. The task asks to predict which claims in a political debate should be prioritized for fact-checking. In particular, given a debate or a political speech, the goal was to produce a ranked list of its sentences based on their worthiness for fact checking. We offered the task in both English and Arabic, based on debates from the 2016 US Presidential Campaign, as well as on some speeches during and after the campaign. A total of 30 teams registered to participate in the Lab and seven teams actually submitted systems for Task~1. The most successful approaches used by the participants relied on recurrent and multi-layer neural networks, as well as on combinations of distributional representations, on matchings claims' vocabulary against lexicons, and on measures of syntactic dependency. The best systems achieved mean average precision of 0.18 and 0.15 on the English and on the Arabic test datasets, respectively. This leaves large room for further improvement, and thus we release all datasets and the scoring scripts, which should enable further research in check-worthiness estimation.
SponsorThis work was made possible in part by NPRP grant# NPRP 7-1313-1-245 from the Qatar National Research Fund (a member of Qatar Foundation). Statements made herein are solely the responsibility of the authors.
Languageen
PublisherCEUR-WS
SubjectCheck-worthiness
Computational journalism
Fact-checking
Veracity
TitleOverview of the CLEF-2018 CheckThat! Lab on Automatic Identification and Verification of Political Claims. Task 1: Check-Worthiness
TypeConference Paper
Volume Number2125
dc.accessType Abstract Only


Files in this item

FilesSizeFormatView

There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record