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• W2896513388 abstract "In 'Winograd Schema' (WS) sentences like city councilmen refused the demonstrators a permit because feared violence and city councilmen refused the demonstrators a permit because advocated revolution, it is easy for adults to understand what they refers to but can be difficult for AI systems. This paper describes how the SP System -- outlined in an appendix -- may solve this kind of problem of interpretation. The central idea is that a knowledge of discontinuous associations amongst linguistic features, and an ability to recognise such patterns of associations, provides a robust means of determining what a pronoun like they refers to. For any AI system to solve this kind of problem, it needs appropriate knowledge of relevant syntax and semantics which, ideally, it should learn for itself. Although the SP System has some strengths in unsupervised learning, its capabilities in this area are not yet good enough to learn the kind of knowledge needed to interpret WS examples, so it must be supplied with such knowledge at the outset. However, its existing strengths in unsupervised learning suggest that it has potential to learn the kind of knowledge needed for the interpretation of WS examples. In particular, it has potential to learn the kind of discontinuous association of linguistic features mentioned earlier." @default.
• W2896513388 created "2018-10-26" @default.
• W2896513388 creator A5066874353 @default.
• W2896513388 date "2018-10-09" @default.
• W2896513388 modified "2023-09-27" @default.
• W2896513388 title "Interpreting Winograd Schemas Via the SP Theory of Intelligence and Its Realisation in the SP Computer Model." @default.
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