TAILIEUCHUNG - Báo cáo khoa học: "THE REPRESENTATION OF INCONSISTENT INFORMATION IN A DYNAMIC MODEL-THEORETIC SEMANTICS"

Model-theoretic semantics provides a computationally attractive means of representing the semantics of natural language. However, the models used in this formalism are static and are usually infinite. Dynamic models are incomplete models that include only the information needed for an application and to which information can be added. Dynamic models are basically approximations of larger conventional models, but differ is several interesting ways. The difference discussed here is the possibility of inconsistent information being included in the model. . | THE REPRESENTATION OF INCONSISTENT INFORMATION IN A DYNAMIC MODEL-THEORETIC SEMANTICS Douglas B. Moran Department of Computer Science Oregon state University Corvallis Oregon 97331 ABSTRACT Model-theoretic semantics provides a computationally attractive means of representing the semantics of natural language. However the models used In this formalism are static and are usually infinite. Dynamic models are incomplete models that Include only the information needed for an application and to which Information can be added. Dynamic models are basically approximations of larger conventional models but differ is several interesting ways. The difference discussed here is the possibility of inconsistent information being included In the model. If a computation causes the model to expand the result of that computation may be different than the result of performing that same computation with respect to the newly expanded model . the result is inconsistent with the information currently in the dynamic model . Mechanisms are introduced to eliminate these local temporary inconsistencies but the most natural mechanism can introduce permanent inconsistencies In the information contained in the dynamic model. These inconsistencies are similar to those that people have in their knowledge and beliefs. The mechanism presented is shown to be related to both the intensional Isomorphism and impossible worlds approaches to this problem. I. INTRODUCTION In model-theoretic semantics the semantics of a sentence Is represented with a logical formula and its meaning Is the result of evaluating that formula with respect to a logical model. The model-theoretic semantics used here is that given in The proper treatment of quantification in ordinary English PTQ Montague 1973 but the problems and results discussed here apply to similar systems and theories. From the viewpoint of natural language understanding the conventional mod 1-theoretic semantics used in descriptive theories has two basic .

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