TAILIEUCHUNG - Báo cáo khoa học: "COMMONSENSE METAPHYSICS AND LEXICAL SEMANTICS"

In the T A C I T U S project for using commonsense knowledge in the understanding of texts about mechanical devices and their failures, we have been developing various commonsense theories that are needed to mediate between the way we talk about the behavior of such devices and causal models of their operation. Of central importance in this effort is the axiomatization of what might be called "commonsense metaphysics". This includes a number of areas that figure in virtually every domain of discourse, such as scalar notions, granularity, time, space, material, physical objects, causality, functionality,force, and shape. . | COMMONSENSE METAPHYSICS AND LEXICAL SEMANTICS Jerry R. Hobbs William Croft Todd Davies Douglas Edwards and Kenneth Laws Artificial Intelligence Center SRI International 1 Introduction In the TACITUS project for using commonsense knowledge in the understanding of texts about mechanical devices and their failures we have been developing various commonsense theories that are needed to mediate between the way we talk about the behavior of such devices and causal models of their operation. Of central importance in this effort is the axiomatization of what might be called commonsense metaphysics . This includes a number of areas that figure in virtually every domain of discourse such as scalar notions granularity time space material physical objects causality functionality force and shape. Our approach to lexical semantics is then to construct core theories of each of these areas and then to define or at least characterize a large number of lexical items in terms provided by the core theories. In the TACITUS system processes for solving pragmatics problems posed by a text will use the knowledge base consisting of these theories in conjunction with the logical forms of the sentences in the text to produce an interpretation. In this paper we do not stress these interpretation processes this is another important aspect of the TACITUS project and it will be described in subsequent papers. This work represents a convergence of research in lexical semantics in linguistics and efforts in Al to encode commonsense knowledge. Lexical semanticists over the years have developed formalisms of increasing adequacy for encoding word meaning progressing from simple sets of features Katz and Fodor 1963 to notations for predicateargument structure Lakoff 1972 Miller and Johnson-Laird 1976 but the early attempts still limited access to world knowledge and assumed only very restricted sorts of processing. Workers in computational linguistics introduced inference Rieger 1974 Schank 1975 and .

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