Types of Common-Sense Knowledge Needed for Recognizing Textual Entailment

Peter LoBue and Alexander Yates
Temple University


Abstract

Understanding language requires both linguistic knowledge and knowledge about how the world works, also known as common-sense knowledge. We attempt to characterize the kinds of common-sense knowledge most often involved in recognizing textual entailments. We identify 20 categories of common-sense knowledge that are prevalent in textual entailment, many of which have received scarce attention from researchers building collections of knowledge.




Full paper: http://www.aclweb.org/anthology/P/P11/P11-2057.pdf