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Computational Dependency Theory (eBook, PDF)

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Dependencies - directed labeled graph structures representing hierarchical relations between morphemes, words, and semantic units - are the standard representation in many fields of computational linguistics. The linguistic significance of these structures often remains vague, however, and those working in the field stress the need for the development of a common notational and formal basis. Although dependency analysis has become quasi-hegemonic in Natural Language Processing (NLP), the connection between computational linguistics and dependency linguists remains sporadic. But theoretical dep...

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