Abstract
In this chapter, we will consider the practical side of dependency parsing. First, we will discuss different evaluation metrics.Then we will discuss a suggestion for using dependency representations to compare parsers based on different grammar formalisms, and we will discuss how constituent treebanks can be converted into a dependency representation. This is an important conversion since for many languages, only constituent-based treebanks are available.We will also have a quick look at the shared tasks on dependency parsing of the Conference on Computational Natural Language Learning (CoNLL) because they provide many valuable resources.
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© 2009 Morgan & Claypool
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Kübler, S., McDonald, R., Nivre, J. (2009). Evaluation. In: Dependency Parsing. Synthesis Lectures on Human Language Technologies. Springer, Cham. https://doi.org/10.1007/978-3-031-02131-2_6
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DOI: https://doi.org/10.1007/978-3-031-02131-2_6
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-01003-3
Online ISBN: 978-3-031-02131-2
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