Transcription of Deep Learning Based Text Classification: A Comprehensive ...
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deep Learning Based Text classification : A Comprehensive Review Shervin Minaee, Snapchat Inc Nal Kalchbrenner, Google Brain, Amsterdam Erik Cambria, Nanyang Technological University, Singapore Narjes Nikzad, University of Tabriz Meysam Chenaghlu, University of Tabriz Jianfeng Gao, Microsoft Research, Redmond [ ] 4 Jan 2021. Abstract. deep Learning Based models have surpassed classical machine Learning Based approaches in various text classification tasks, including sentiment analysis, news categorization, question answering, and natural language inference.
These works, although important, are beyond the scope of this paper. While there are many good reviews and text books on text classification methods and applications in general e.g., [19–21], this survey is unique in that it presents a comprehensive review on more than 150 deep learning
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