tailieunhanh - Báo cáo khoa học: "A Terminological Simplification Transformation for Natural Language Question-Answering Systems"

A new method is presented for simplifying the logical expressions used to represent utterance meaning in a natural language system. 1 This simplification method utilizes the encoded knowledge and the limited inference-making capability of a tax onomic knowledge representation system to reduce the constituent structure of logical expressions. | A Terminological Simplification Transformation for Natural Language Question-Answering Systems David G. Stallard BBN Laboratories Inc. 10 Moulton St. Cambridge MA. 02238 Abstract A new method is presented for simplifying the logical expressions used to represent utterance meaning in a natural language This simplification method utilizes the encoded knowledge and the limited inference-making capability of a taxonomic knowledge representation system to reduce the constituent structure of logical expressions. The specific application is to the problem of mapping expressions of the meaning representation language to a database language capable of retrieving actual responses. Particular account is taken of the model-theoretic aspects of this problem. 1. Introduction A common and useful strategy for constructing natural language interface systems is to divide the processing of an utterance into two major stages the first mapping the utterance to a logical expression representing its meaning and the second producing from this logical expression the appropriate response. The second stage is not neccesarily trivial the difficulty of its design is signifigantly affected by the complexity and generalness of the logical expressions it has to deal with. If this issue is not faced squarely it may affect choices made elsewhere in the system. Indeed a need to restrict the form of the meaning representation can be at odds with particular approaches towards producing it - as for example the compositional approach which does not seek to control expression complexity by giving interpretations for whole phrasal patterns but simply combines together the meaning of individual words in a manner appropriate to the syntax of the utterance. Such a conflict is certainly not desirable we want to have freedom of linguistic action as well as to be able to obtain correct responses to utterances. This paper treats in detail the particular manifestation of these issues for natural-language

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