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RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction

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arxiv 2010.06281 v1 pith:75IMG3RA submitted 2020-10-13 cs.CL cs.AIcs.LG

RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction

Tharindu Ranasinghe , Alistair Plum , Constantin Orasan , Ruslan Mitkov This is my paper
classification cs.CL cs.AIcs.LG
keywords neuralrgcltaskacceptableachievesadaptationsapproachapproaches
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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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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