Open source libraries for generating automated summaries [closed]

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I was looking for a open source library for generating automated summaries out of few words. For ex: if two qualities are given of a person a) good thinking skills b) bad handwriting, i need to generate a sentence like "Bob has good thinking skills however needs to improve on his handwriting". I need to know if any open source library could help me achieve it even partially.

Thanks for help!

-- Mohit

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You could start with MEAD. Not sure what sort of mileage you'll get with single-sentence summarization, but you may be able to do some post-processing on the output and manage it.

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It would take a bit of work, but you could also construct something out of NLTK and one or more the associated databases (eg. WordNet). Python, open source.