RGCL at SemEval-2020 task 6: Neural approaches to definition extraction
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.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.Journal
14th International Workshop on Semantic Evaluation, SemEval 2020Additional Links
https://aclanthology.org/2020.semeval-1.94/Type
Conference contributionLanguage
enDescription
© 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-1.94ISBN
9781952148316Scopus Count
Except where otherwise noted, this item's license is described as https://creativecommons.org/licenses/by/4.0/