Entailment, intensionality and text understanding
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TL;DR
A contexted clausal representation is described, derived from approaches in formal semantics, that permits an extended range of intensional entailments and contradictions to be tractably detected.
Abstract
We argue that the detection of entailment and contradiction relations between texts is a minimal metric for the evaluation of text understanding systems. Intensionality, which is widespread in natural language, raises a number of detection issues that cannot be brushed aside. We describe a contexted clausal representation, derived from approaches in formal semantics, that permits an extended range of intensional entailments and contradictions to be tractably detected.
