An interesting paper I got from my friend Asher Cohen: Mihalcea, Rada, and Paul Tarau. "TextRank: Bringing order into texts." Association for Computational Linguistics, 2004. pdf
A very simple construction to mine text entities into graph and then compute graph ranking on the resulted graph to find the most important keywords.
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