A Neural Network for Text Representation

Abstract

Text categorization and retrieval tasks are often based on a good representation of textual data. Departing from the classical vector space model, several probabilistic models have been proposed recently, such as PLSA and LDA. In this paper, we propose the use of a neural network based, non-probabilistic, solution, which captures jointly a rich… (More)
DOI: 10.1007/11550907_106

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Cite this paper

@inproceedings{Keller2005ANN, title={A Neural Network for Text Representation}, author={Mikaela Keller and Samy Bengio}, booktitle={ICANN}, year={2005} }