tailieunhanh - Báo cáo khoa học: "Using Focus to Generate Complex and Simple Sentences"

One problem for the generation of natural language text is determining when to use a sequence of simple sentences and when a single complex one is more appropriate. In this paper, we show how focus of attention is one factor that influences this decision and describe its implementation in a system that generates explanations for a student advisor expert system. The implementation uses tests on functional information such as focus of attention within the Prolog definite clause grammar formalism to determine when to use complex sentences, resulting in an efficient generator that has the same benefits as a functional. | Using Focus to Generate Complex and Simple Sentences Marcia A. Derr AT T Bell Laboratories Murray Hill NJ 07974 USA and Department of Computer Science Columbia University Abstract One problem for the generation of natural language text is determining when to use a sequence of simple sentences and when a single complex one is more appropriate. In this paper we show how focus of attention is one factor that influences this decision and describe its implementation in a system that generates explanations for a student advisor expert system. The implementation uses tests on functional information such as focus of attention within the Prolog deflnite clause grammar formalism to determine when to use complex sentences resulting in an efficient generator that has the same benefits as a functional grammar system. 1. Introduction Two problems in natural language generation are deciding what to say and how to say it. This paper addresses issues in the second of these tasks that of surface generation. Given a semantic representation of what to say a surface generator must construct an appropriate surface structure taking into consideration a wide variety of alternatives. When a generator is used to produce text and not just single sentences one decision it must make is whether to use a sequence of simple sentences or a single complex one. We show how focus of attention can be used as the basis on which this decision can be made. A second goal of this paper is to introduce a formalism for surface generation that uses aspects of Kay s functional grammar Kay 1979 within a Prolog definite clause grammar Pereira and Warren 1980 . This formalism was used to implement a surface generator that makes choices about sentence complexity based on shifts in focus of attention. The implementation was done as part of an explanation facility for a student advisor expert system being developed at Columbia University. 2. Language Generation Model In our model of natural language generation we .

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