Seed selection in corpora compaction for natural language processing
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United States of America Patent
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Feb 19, 2019
Grant Date -
Jul 16, 2015
app pub date -
Jan 10, 2014
filing date -
Jan 10, 2014
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Abstract
A method, system, and computer program product for seed selection in corpora compaction for natural language processing are provided in the illustrative embodiments. A set of initial clusters is formed from a set of documents in a corpus for natural language processing, wherein a subset of documents belong to an initial cluster in the set of initial cluster. A subset of the initial clusters is merged to form a merged cluster. A set of keywords that is representative of the merged cluster is identified. An epicenter of the merged cluster is formed using the set of keywords, the epicenter forming a seed. A document that is a member of the merged cluster is ranked according to a relationship of a taxonomy of the document and the epicenter.
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