Efficient EUD Parsing

June 01, 2020 ยท Declared Dead ยท ๐Ÿ› International Workshop/Conference on Parsing Technologies

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Authors Mathieu Dehouck, Mark Anderson, Carlos Gรณmez-Rodrรญguez arXiv ID 2006.00838 Category cs.CL: Computation & Language Citations 11 Venue International Workshop/Conference on Parsing Technologies Last Checked 5 months ago
Abstract
We present the system submission from the FASTPARSE team for the EUD Shared Task at IWPT 2020. We engaged with the task by focusing on efficiency. For this we considered training costs and inference efficiency. Our models are a combination of distilled neural dependency parsers and a rule-based system that projects UD trees into EUD graphs. We obtained an average ELAS of 74.04 for our official submission, ranking 4th overall.
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