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== on classifying academic papers == <jgay> another piece of software, Cora Research Paper Classification [relational document classification] - Research papers classified into a topic hierarchy with 73 leaves. We call this a relational data set, because the citations provide relations among papers. : err, rather, those are data sets we can use with the osftware === McCallum and Wollach === ; Andrew McCallum : He did Rexa and then here two short descriptions of papers he published last year http://pastebin.com/m18a601a6 : The two essays are "Learning to Predict the Quality of Contributions to Wikipedia" and "Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression". I think if he can automate 90% accuracy rates with his programs, then he'll know what kinds of citations are good ones. : Also with Hannah Wallach he did a great paper entitled "Community-based Link Prediction with Text." :: <mako> jgay: hanna mentioned tihs :: <jgay> mako, his more recent work is more relevant, though
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