Get Text Generation (Studies in Natural Language Processing) PDF

By Kathleen McKeown

ISBN-10: 0511620756

ISBN-13: 9780511620751

ISBN-10: 0521301165

ISBN-13: 9780521301169

ISBN-10: 0521438020

ISBN-13: 9780521438025

This booklet is anxious with the machine-based iteration of usual language textual content and provides a proper research of difficulties, which in general have formerly in simple terms been approached descriptively. within the technique of generating discourse, audio system and writers needs to come to a decision what it truly is that they need to assert and the way to give it successfully. Kathleen McKeown's major challenge is to spot and formalise rules of discourse in order to be utilized in a computational procedure. The textual content new release idea she describes has been embodied in a working laptop or computer application, textual content, which, given a question, can produce a paragraph size reaction. An Appendix to the booklet offers examples of the textual content process in operation.

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Additional info for Text Generation (Studies in Natural Language Processing)

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6). A summary of the assignment of schemata to question-types is shown in Figure 2-10. 40 Discourse structure requests for definitions identification constituency requests for available information attributive constituency requests about the difference between objects compare and contrast Figure 2-10: Schemata used for TEXT It should be noted that the compare and contrast schema actually has many uses and is an expository device frequently used in many of the texts analyzed. This schema is appropriate as the response structure for any question type when an object similar to the questioned object has been discussed in the immediately preceding discourse or is assumed to be familiar to the reader.

7) The 16 ft. Hobie Cat has a main and a jib and the 14 ft. Hobie Cat has only a main. Figure 2-0: Schema Recursion Full recursion, such as is illustrated in the above example, is not 33 Text generation currently implemented in the TEXT system. In order for the system to be fully recursive, a schema must be written for each rhetorical predicate. Right now, schemata for only four of the predicates (out of a total of ten predicates) are written. ) Another, perhaps more interesting side to the recursive use of schemata is the question of when recursion is necessary.

When this is not the case, the identification schema is used for definition questions and the attributive schema is used for information questions. The test for what kind of information is available is a relatively simple one. If the questioned object occurs at a higher level in the knowledge base hierarchy than a pre-determined level, the constituency schema is used. Note that the higher an entity occurs in the hierarchy, the less descriptive information is available to describe the set of instances it represents since the larger the class, the less common features occur across it.

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Text Generation (Studies in Natural Language Processing) by Kathleen McKeown


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