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Emergence of Syntax Needs Minimal Supervision

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Résumé

This paper is a theoretical contribution to the debate on the learnability of syntax from a corpus without explicit syntax-specific guidance. Our approach originates in the observable structure of a corpus, which we use to define and isolate grammaticality (syntactic information) and meaning/pragmatics information. We describe the formal characteristics of an autonomous syntax and show that it becomes possible to search for syntax-based lexical categories with a simple optimization process , without any prior hypothesis on the form of the model.
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Dates et versions

hal-02860316 , version 1 (08-06-2020)

Identifiants

  • HAL Id : hal-02860316 , version 1

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Raphaël Bailly, Kata Gábor. Emergence of Syntax Needs Minimal Supervision. ACL 2020, Jul 2020, Seattle, United States. ⟨hal-02860316⟩
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