Commonsense Reasoning Using WordNet and SUMO: a Detailed Analysis

• Main Authors: Álvez, Javier, Gonzalez-Dios, Itziar, Rigau, German
• Format: Journal Article
• Language: English
• Published: 05-09-2019
• Subjects: Computer Science - Artificial Intelligence; Computer Science - Computation and Language
• DOI: 10.48550/arxiv.1909.02314

We describe a detailed analysis of a sample of large benchmark of commonsense
reasoning problems that has been automatically obtained from WordNet, SUMO and
their mapping. The objective is to provide a better assessment of the quality
of both the benchmark and the involved knowledge resources for advanced
commonsense reasoning tasks. By means of this analysis, we are able to detect
some knowledge misalignments, mapping errors and lack of knowledge and
resources. Our final objective is the extraction of some guidelines towards a
better exploitation of this commonsense knowledge framework by the improvement
of the included resources.