The research we do at Helioid involves a lot of reading. With some notes and summaries included, here is a list of the literature we’ve focused on from 2008 to 2009:
G. Lebanon, Y. Mao, and J. Dillon. The Locally Weighted Bag of Words Framework for Document Representation. Journal of Machine Learning Research 8 (Oct):2405-2441, 2007.