Combining logical and distributional methods in type-logical grammars

Richard Moot 1
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LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
Abstract : In this paper, we will look at a low-level way of combining distributional and logical ideas into a single formal system. This will be an instantiation of a more general system, adding weight stop roof rules. These weights will not measure some sort of “confidence the proof is valid”, but rather act as a way to prefer some proofs over others, where preference can mean “easier to process (forhumans)” or “more coherent (combining words that make sense together)”. There sulting system of weighted theorem proving can be implemented either as a best-first proof search strategy or asapolynomial-time approximation of proof search for NP-complete parsing problems.
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Submitted on : Wednesday, November 29, 2017 - 10:29:05 AM
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Richard Moot. Combining logical and distributional methods in type-logical grammars. Journal of Language Modelling, Institute of Computer Science, Polish Academy of Sciences, Poland, 1970. ⟨lirmm-01651508⟩

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