Avishek Garain, Arpan Basu, Rudrajit Dawn, S. Naskar
{"title":"使用句法解析树简化句子","authors":"Avishek Garain, Arpan Basu, Rudrajit Dawn, S. Naskar","doi":"10.1109/ISCON47742.2019.9036207","DOIUrl":null,"url":null,"abstract":"Text simplification is one of the domains in Natural Language Processing which offers great promise for exploration. Simplifying sentences offer better results, as compared dealing with complex/compound sentences, in many language processing applications as well. Recently, Neural Networks have been used in simplifying texts, be it by state of the art LSTM's and GRU cells or by Reinforcement learning models. In contrast, in this work, we present a classical approach consisting of two separate algorithms, for simplification of complex and compound sentences to their corresponding simple forms.","PeriodicalId":124412,"journal":{"name":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":"{\"title\":\"Sentence Simplification using Syntactic Parse trees\",\"authors\":\"Avishek Garain, Arpan Basu, Rudrajit Dawn, S. Naskar\",\"doi\":\"10.1109/ISCON47742.2019.9036207\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Text simplification is one of the domains in Natural Language Processing which offers great promise for exploration. Simplifying sentences offer better results, as compared dealing with complex/compound sentences, in many language processing applications as well. Recently, Neural Networks have been used in simplifying texts, be it by state of the art LSTM's and GRU cells or by Reinforcement learning models. In contrast, in this work, we present a classical approach consisting of two separate algorithms, for simplification of complex and compound sentences to their corresponding simple forms.\",\"PeriodicalId\":124412,\"journal\":{\"name\":\"2019 4th International Conference on Information Systems and Computer Networks (ISCON)\",\"volume\":\"45 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"11\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 4th International Conference on Information Systems and Computer Networks (ISCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCON47742.2019.9036207\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 4th International Conference on Information Systems and Computer Networks (ISCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCON47742.2019.9036207","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Sentence Simplification using Syntactic Parse trees
Text simplification is one of the domains in Natural Language Processing which offers great promise for exploration. Simplifying sentences offer better results, as compared dealing with complex/compound sentences, in many language processing applications as well. Recently, Neural Networks have been used in simplifying texts, be it by state of the art LSTM's and GRU cells or by Reinforcement learning models. In contrast, in this work, we present a classical approach consisting of two separate algorithms, for simplification of complex and compound sentences to their corresponding simple forms.