… First of all, we propose a general framework for document representation with a hierarchical
… proposal for document representation. Let us make a brief illustration. Given a document d …

… of Web documents, based on inherent document characteristics… classification settings with
respect to the representation … that topic classification on these different document types offers …

… a proper document representation model for text document classification with machine …
models introduced above, seven text classification tasks stemming from four standard text …

… text classification as a label-word joint embedding problem. … to document classification
based on statistical representation. … a general framework for document representation with the …

… more accurate classification predictions. The first phase our work focused on word vector
representations for classification purposes. This approach included analyzing two distinct text …

… In Section 2, we present the main related work on document representation based on latent
semantics. A brief description of the linguistic resources related to this work is presented in …

… text clustering and text classification because they play important role in organizing the
massive amount of document data ie text … graphs for document representation to overcome the …

… that the choice of document representation has a … text classifier, which is a simple and robust
text classification scheme. We will compare four different types of document representations…

… factors involved in text classification: the classification model, … the text quality affects the
choice of document representation. … -based classification, which is a simple and robust text classi…

… classification and multilabel classification. The former only assigns one label to the given
document, while the latter classifies one document into … on multi-label text classification (MLTC) …