2020
SEMEVAL
SemEval 2020
RGCL at SemEval-2020 Task 6: Neural Approaches to DefinitionExtraction
Abstract
AbstractThis 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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Interdisciplinary Bridge
β Deep Learning and Machine Learning
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Keyword Pioneer
β automatic data augmentation
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Hot Topic Early Bird
β token classification
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Cross-Pollinator
β Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Security & Privacy, Speech & Audio