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RGCL at SemEval-2020 task 6: Neural approaches to definition extraction
Ranasinghe, Tharindu Plum, Alistair Mitkov, Ruslan
Ranasinghe, Tharindu
Plum, Alistair
Mitkov, Ruslan
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2020-12-31
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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.
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en
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© 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
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9781952148316