Restructuring Sparse High Dimensional Data for Effective Retrieval

Jr., Charles Lee Isbell, Viola, Paul A.

Neural Information Processing Systems 

The task in text retrieval is to find the subset of a collection of documents relevant to a user's information request, usually expressed as a set of words. Classically, documents and queries are represented as vectors of word counts.

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