Novel document representations based on labels and sequential information

A wide variety of text analysis applications are based on statistical machine learning techniques. The success of those applications is critically affected by how we represent a document. Learning an efficient document representation has two major challenges: sparsity and sequentiality. The sparsity...

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Bibliographic Details
Main Author: Kim, Seungyeon
Other Authors: Lebanon, Guy
Format: Others
Language:en_US
Published: Georgia Institute of Technology 2015
Subjects:
Online Access:http://hdl.handle.net/1853/53946