Journal Information |
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Title of Journal:
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MULTI CLASS TEXT CLASSIFICATION USING LSTM |
ISSN:
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2456-0448 |
Contact Person Name:
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IJIRMET
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Organization |
Journal website:
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ijirmet.com |
22.03.2017.1159
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Indexed:
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Date of Evaluation:
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Valid up to:
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ISRAJIF:
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Rejected |
Description:
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Automatic multi class text classification is a machine learning task which categorizes document to one among a predefined
set of classes. In recent years, deep learning technique such as Recurrent Neural Networks (RNNs) has become state-of-the-art model
for a variety of machine learning problems. This paper introduces the scope of Long Short Term Memory (LSTM) - a type of RNN, for
multi class text classification. LSTMs are capable of learning long-term dependencies while avoiding the vanishing gradient problem
usually found in neural network algorithms. The proposed system is carried out in Reuters corpus, a dataset of 11,228 news wires from
Reuters, labeled over 46 topics. Live sex cams and adult porn free chat . Dirtyroulette is an anonymous nude cam site for random sex chat with thousands of naked girls and guys |
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