Henkin semantics for reasoning with natural language

  • The frequency of intensional and non-first-order definable operators in natural languages constitutes a challenge for automated reasoning with the kind of logical translations that are deemed adequate by formal semanticists. Whereas linguists employ expressive higher-order logics in their theories of meaning, the most successful logical reasoning strategies with natural language to date rely on sophisticated first-order theorem provers and model builders. In order to bridge the fundamental mathematical gap between linguistic theory and computational practice, we present a general translation from a higher-order logic frequently employed in the linguistics literature, two-sorted Type Theory, to first-order logic under Henkin semantics. We investigate alternative formulations of the translation, discuss their properties, and evaluate the availability of linguistically relevant inferences with standard theorem provers in a test suite of inference problems stated in English. The results of the experiment indicate that translation from higher-order logic to first-order logic under Henkin semantics is a promising strategy for automated reasoning with natural languages.

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Metadaten
Author:Michael Hahn, Frank RichterORCiDGND
URN:urn:nbn:de:hebis:30:3-438412
DOI:https://doi.org/10.15398/jlm.v3i2.113
ISSN:2299-8470
ISSN:2299-856X
Parent Title (English):Journal of language modelling
Publisher:Instytut Podstaw Informatyki (Warszawa)
Place of publication:Warszawa
Document Type:Article
Language:English
Date of Publication (online):2017/09/04
Year of first Publication:2015
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2017/09/04
Tag:Henkin semantics; reasoning; reducing higher-order reasoning to first-order reasoning
Volume:3
Issue:2
Page Number:56
First Page:513
Last Page:568
Note:
This work is licensed under the Creative Commons Attribution 3.0 Unported License. http://creativecommons.org/licenses/by/3.0/
HeBIS-PPN:423895273
Institutes:Neuere Philologien / Neuere Philologien
Dewey Decimal Classification:4 Sprache / 41 Linguistik / 410 Linguistik
Sammlungen:Universitätspublikationen
Licence (German):License LogoCreative Commons - Namensnennung 3.0