RGCL at SemEval-2020 task 6: Neural approaches to definition extraction

Ranasinghe, Tharindu; Plum, Alistair; Orasan, Constantin; Mitkov, Ruslan

dc.contributor.author	Ranasinghe, Tharindu
dc.contributor.author	Plum, Alistair
dc.contributor.author	Orasan, Constantin
dc.contributor.author	Mitkov, Ruslan
dc.date.accessioned	2022-04-07T09:03:33Z
dc.date.available	2022-04-07T09:03:33Z
dc.date.issued	2020-12-31
dc.identifier.citation	Ranasinghe, T., Plum, A., Orasan, C. and Mitkov, R. (2020) RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction. In Proceedings of the Fourteenth Workshop on Semantic Evaluation, pages 717–723, Barcelona (online). International Committee for Computational Linguistics.	en
dc.identifier.isbn	9781952148316	en
dc.identifier.doi	10.18653/v1/2020.semeval-1.94	en
dc.identifier.uri	http://hdl.handle.net/2436/624692
dc.description	© 2020 The Authors. Published by ACL. This is an open access article available under a Creative Commons licence. The published version can be accessed at the following link on the publisher’s website: https://aclanthology.org/2020.semeval-1.94	en
dc.description.abstract	This paper presents the RGCL team submission to SemEval 2020 Task 6: DeftEval, subtasks 1 and 2. The system classifies definitions at the sentence and token levels. It utilises state-of-the-art neural network architectures, which have some task-specific adaptations, including an automatically extended training set. Overall, the approach achieves acceptable evaluation scores, while maintaining flexibility in architecture selection.	en
dc.format	application/pdf	en
dc.language.iso	en	en
dc.publisher	Association for Computational Linguistics	en
dc.relation.url	https://aclanthology.org/2020.semeval-1.94/	en
dc.subject	cs.CL	en
dc.subject	cs.AI	en
dc.subject	cs.LG	en
dc.title	RGCL at SemEval-2020 task 6: Neural approaches to definition extraction	en
dc.type	Conference contribution	en
dc.identifier.journal	14th International Workshop on Semantic Evaluation, SemEval 2020	en
dc.date.updated	2022-04-05T09:25:28Z
dc.conference.name	SemEval 2020, Fourteenth Workshop on Semantic Evaluation
dc.conference.location	Barcelona (Online)
pubs.finish-date	2020-12-13
pubs.start-date	2020-12-12
dc.date.accepted	2020-10-13
rioxxterms.funder	University of Wolverhampton	en
rioxxterms.identifier.project	UOW07042022TR	en
rioxxterms.version	VoR	en
rioxxterms.licenseref.uri	https://creativecommons.org/licenses/by/4.0/	en
rioxxterms.licenseref.startdate	2022-04-07	en
dc.source.beginpage	717
dc.source.endpage	723
dc.description.version	Published version
refterms.dateFCD	2022-04-07T09:02:21Z
refterms.versionFCD	VoR
refterms.dateFOA	2022-04-07T09:03:34Z