{"title":"A survey of text classification models","authors":"JinXiong Yang, Liang Bai, Yanming Guo","doi":"10.1145/3438872.3439101","DOIUrl":null,"url":null,"abstract":"With the rapid development of artificial intelligence, text classification method based on deep learning model has surpassed traditional machine learning method in various aspects. This paper introduces dozens of deep learning models for text classification according to the different network structures of the models. In addition, this paper briefly introduces the evaluation indicators and application scenarios of text classification, summarizes and forecasts the current challenges and future development trend of text classification.","PeriodicalId":199307,"journal":{"name":"Proceedings of the 2020 2nd International Conference on Robotics, Intelligent Control and Artificial Intelligence","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2020 2nd International Conference on Robotics, Intelligent Control and Artificial Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3438872.3439101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
With the rapid development of artificial intelligence, text classification method based on deep learning model has surpassed traditional machine learning method in various aspects. This paper introduces dozens of deep learning models for text classification according to the different network structures of the models. In addition, this paper briefly introduces the evaluation indicators and application scenarios of text classification, summarizes and forecasts the current challenges and future development trend of text classification.