Linear Segmentation and Segment Significance

Details Linear Segmentation and Segment Significance Linear Segmentation and Segment Significance

1998-09-15

arxiv.org/abs/cs/9809020v1

Proceedings of 6th International Workshop of Very Large Corpora (WVLC-6), Montreal, Quebec, Canada: Aug. 1998. pp. 197-205

Computer Science

Computation and Language

9 pages, US Letter, 4 figures. Software License can be found at http://www.cs.columbia.edu/nlp/licenses/segmenterLicenseDownlo

Scientific paper

We present a new method for discovering a segmental discourse structure of a document while categorizing segment function. We demonstrate how retrieval of noun phrases and pronominal forms, along with a zero-sum weighting scheme, determines topicalized segmentation. Futhermore, we use term distribution to aid in identifying the role that the segment performs in the document. Finally, we present results of evaluation in terms of precision and recall which surpass earlier approaches.

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