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Evaluation

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Dependency Parsing

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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