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This paper is fresh in my mind since I recently read it. I liked it: https://www.eecs.harvard.edu/shieber/Biblio/Papers/infer.pdf

We present a system for generating parsers based directly on the metaphor of parsing as deduction. Parsing algorithms can be represented directly as deduction systems, and a single deduction engine can interpret such deduction systems so as to implement the corresponding parser. The method generalizes easily to parsers for augmented phrase structure formalisms, such as definite-clause grammars and other logic grammar formalisms, and has been used for rapid prototyping of parsing algorithms for a variety of formalisms including variants of tree-adjoining grammars, categorial grammars, and lexicalized context-free grammars.




I knew Earley parsing before I read this paper. Now I know things about logic and theorem proving. Cool paper, would read again.




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