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RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction
October 13, 2020 ยท Declared Dead ยท ๐ International Workshop on Semantic Evaluation
"No code URL or promise found in abstract"
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Authors
Tharindu Ranasinghe, Alistair Plum, Constantin Orasan, Ruslan Mitkov
arXiv ID
2010.06281
Category
cs.CL: Computation & Language
Cross-listed
cs.AI,
cs.LG
Citations
2
Venue
International Workshop on Semantic Evaluation
Last Checked
5 months ago
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.
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