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Language,logic and ontology:uncovering the structure of commonsense knowledge
Ontology semantics commonsense knowledge reasoning
2015/7/29
The purpose of this paper is twofold: (i) we argue that the structure of commonsense knowledge must be discovered, rather than invented; and (ii) we argue that natural language, which is the best know...
Solving Logic Puzzles:From Robust Processing to Precise Semantics
Solving Logic Puzzles Robust Processing Precise Semantics
2015/6/12
This paper presents intial work on a system that bridges from robust, broad-coverage natural language processing to precise semantics and automated reasoning, focusing on solving logic puzzles drawn f...
Learning Alignments and Leveraging Natural Logic
Learning Alignments Leveraging Natural Logic
2015/6/12
We describe an approach to textual inference that improves alignments at both the typed dependency level and at a deeper semantic level. We present a machine learning approach to alignment scoring, a ...
This paper presents the first use of a computational model of natural logic—a system of logical inference which operates over natural language—for textual inference. Most current approaches to the PAS...
We propose a model of natural language inference which identifies valid inferences by their lexical and syntactic features, without full semantic interpretation. We extend past work in natural logic, ...
We propose a model of natural language inference which identifies valid inferences by their lexical and syntactic features, without full semantic interpretation. We extend past work in natural logic, ...
Logic as Marr’s Computational Level: Four Case Studies
Logic Semantics Cognitive neuroscience Language Reasoning EEG
2015/5/5
We sketch four applications of Marr’s levels-of-analysis methodology to the relations between logic and experimental data in the cognitive neuroscience of language and reasoning. The first part of the...
Arguments are presented supporting logical nativism: the conjecture that humans have an innate logic faculty. In making a case for logical nativism, this article concentrates on children’s acquisition...