Functorial Question Answering

May 17, 2019 ยท Declared Dead ยท ๐Ÿ› Electronic Proceedings in Theoretical Computer Science

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Authors Giovanni de Felice, Konstantinos Meichanetzidis, Alexis Toumi arXiv ID 1905.07408 Category cs.CL: Computation & Language Cross-listed cs.DB, cs.LO, math.CT Citations 12 Venue Electronic Proceedings in Theoretical Computer Science Last Checked 5 months ago
Abstract
Distributional compositional (DisCo) models are functors that compute the meaning of a sentence from the meaning of its words. We show that DisCo models in the category of sets and relations correspond precisely to relational databases. As a consequence, we get complexity-theoretic reductions from semantics and entailment of a fragment of natural language to evaluation and containment of conjunctive queries, respectively. Finally, we define question answering as an NP-complete problem.
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