Deep Sequence Models for Text Classification Tasks

Saheed Salahudeen Abdullahi,Sun Yiming,Shamsuddeen Hassan Muhammad,Abdulrasheed Mustapha,Ahmad Muhammad Aminu, Abdulkadir Abdullahi,Musa Bello,Saminu Mohammad Aliyu

2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE)（2021）

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摘要

The exponential growth of data generated on the Internet in the current information age is a driving force for the digital economy. Extraction of information is the major value in an accumulated big data. Big data dependency on statistical analysis and hand-engineered rules machine learning algorithms are overwhelmed with vast complexities inherent in human languages. Natural Language Processing (...

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关键词

Text Classification,Recurrent Neural Network (RNN),Gated Recurrent Unit (GRU),Long Short Term Memory (LSTM),Word2Vec,GloVe

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