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RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction (2010.06281v1)
Published 13 Oct 2020 in cs.CL, cs.AI, and cs.LG
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.