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The introduction comprehensively explains the need and usefulness for knowbase-completion and enumerates different efforts for making knowledge publicly available in a structured manner. It makes very clear what the main contributions of this paper are: It is a whole framework/pipeline from text to database entries. The actual information extraction technology is not very sophisticated, what the authors present as an advantage of the approach (and I agree, if this is of sufficient performance, of course).
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