I'm currently researching the available algorithms for document summarization and query-biased and query-focused snippet extraction and ranking. I found a few ML-based algorithms but I'm specifically looking to build a very simple, general-purpose algorithm that does not maintain state and analyzes a plain-text, unformatted document. Does anyone know where I could find some introductory material on the subject?

asked Jul 22 '10 at 08:54

Xavier%20Spriet's gravatar image

Xavier Spriet

I'm interested in this question too. What ML-based approaches have you seen?

(Aug 09 '10 at 15:10) Joseph Turian ♦♦
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