Automatic Analysis, Theme Generation, and Summarization of Machine-Readable Texts 论文

1994Science引用 270
Natural Language Processing TechniquesTopic ModelingAdvanced Text Analysis Techniques

摘要

Vast amounts of text material are now available in machine-readable form for automatic processing. Here, approaches are outlined for manipulating and accessing texts in arbitrary subject areas in accordance with user needs. In particular, methods are given for determining text themes, traversing texts selectively, and extracting summary statements that reflect text content.