tailieunhanh - Báo cáo khoa học: "A Computational Theory of ProseStyle for Natural Language Generation"

We will begin by describing what we mean by prose style and then introducing the generation task that lead us to this theory, the reproduction of short encyclopedia articles on African tribes. We will then use that task to outline the parts of our theory and the operations of the attachment process. | A Computational Theory of Prose Style for Natural Language Generation David D. McDonald and James D. Pustejovsky Department of Computer and Information Science University of Massachusetts at Amherst 1. Abstract In this paper we report on initial research we have conducted on a computational theory of prose style. Our theory speaks to the following major points 1. Where in the generation process style is taken into account. 2. How a particular prose style is represented what stylistic rules look like 3. What modifications to a generation algorithm are needed what the decision is that evaluates stylistic alternatives 4. What elaborations to the normal description of surface structure are necessary to make it usable as a plan for the text and a reference for these decisions 5. What kinds of information decisions about style have access to. Our theory emerged out of design experiments we have made over the past year with our natural language generation system the Zetalisp program MUMBLE. In the process we have extended MUMBLE through the addition of an additional process that now mediates between content planning and linguistic realization. This new process which we call attachment provides the further significant benefit that text structure is no longer dictated by the structure of the message the sequential order and dominance relationships of concepts in the message no longer force one form onto the words and phrases in the text. Instead rhetorical and intentional directives can be interpreted flexibly in the context of the ongoing discourse and stylistic preferences. The text is built up through composition under the direction of linguistic organizing principles rather than having to follow conceptual principles in lockstep. We will begin by describing what we mean by prose style and then introducing the generation task that lead US to this theory the reproduction of short encyclopedia articles on African tribes. We will then use that task to outline the parts of .