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Re:TL;DR — Faster News by pjungwir on Wednesday November 21, 2012 @01:42PM (#4815626)
For anyone working on the summary problem: Chapter 8 of O'Reilly's Mining the Social Web has a great description of how you can use Python NLP libraries to accurately break text into individual sentences, then analyze those sentences to pull out the most important. I don't know how well it works in practice, but their example is amazing.
Re:TL;DR — Faster News by drakaal on Wednesday November 21, 2012 @03:19PM (#4816128)
The Sentence segmenter doesn't work that well, and rooting words doesn't work as advertised. Try Children, Families, Family, and complies.