Commonsense Reasoning for Natural Language Processing
Maarten Sap, Vered Shwartz, Antoine Bosselut, Yejin Choi, Dan Roth
Abstract
Commonsense knowledge, such as knowing that "bumping into people annoys them" or "rain makes the road slippery", helps humans navigate everyday situations seamlessly Yet, endowing machines with such human-like commonsense reasoning capabilities has remained an elusive goal of artificial intelligence research for decades
Topics & Concepts
Commonsense knowledgeCommonsense reasoningComputer scienceNatural language understandingArtificial intelligenceNatural language processingNatural languageKnowledge representation and reasoningTopic ModelingNatural Language Processing TechniquesSemantic Web and Ontologies