A common theory of information fusion from multiple text sources step one: cross-document structure

Authors:
Dragomir R. Radev
Affiliations:
University of Michigan, Ann Arbor, MI
Venue:
SIGDIAL '00 Proceedings of the 1st SIGdial workshop on Discourse and dialogue - Volume 10
Year:
2000

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Abstract

We introduce CST (cross-document structure theory), a paradigm for multi-document analysis. CST takes into account the rhetorical structure of clusters of related textual documents. We present a taxonomy of cross-document relationships. We argue that CST can be the basis for multi-document summarization guided by user preferences for summary length, information provenance, cross-source agreement, and chronological ordering of facts.