CN107967257B - 一种级联式作文生成方法 - Google Patents
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Families Citing this family (24)
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CN108763484A (zh) * | 2018-05-25 | 2018-11-06 | 南京大学 | 一种基于lda主题模型的法条推荐方法 |
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CN109062897A (zh) * | 2018-07-26 | 2018-12-21 | 苏州大学 | 基于深度神经网络的句子对齐方法 |
CN109117485B (zh) * | 2018-09-06 | 2023-08-08 | 北京汇钧科技有限公司 | 祝福语文本生成方法和装置、计算机可读存储介质 |
CN110969024A (zh) * | 2018-09-30 | 2020-04-07 | 北京奇虎科技有限公司 | 一种查询语句的改写方法及装置 |
CN109493360B (zh) * | 2018-10-10 | 2021-07-09 | 东南大学 | 一种人工地物散乱形状点自动生成建筑物轮廓的方法 |
CN109376347A (zh) * | 2018-10-16 | 2019-02-22 | 北京信息科技大学 | 一种基于主题模型的hsk作文生成方法 |
CN109408829B (zh) * | 2018-11-09 | 2022-06-24 | 北京百度网讯科技有限公司 | 文章可读性确定方法、装置、设备和介质 |
CN109271522B (zh) * | 2018-11-20 | 2021-07-30 | 深圳大学 | 基于深度混合模型迁移学习的评论情感分类方法及系统 |
CN111723194A (zh) * | 2019-03-18 | 2020-09-29 | 阿里巴巴集团控股有限公司 | 摘要生成方法、装置和设备 |
CN110096710B (zh) * | 2019-05-09 | 2022-12-30 | 董云鹏 | 一种文章分析及自论证的方法 |
CN110209803B (zh) * | 2019-06-18 | 2023-11-14 | 腾讯科技(深圳)有限公司 | 故事生成方法、装置、计算机设备及存储介质 |
CN110287489B (zh) * | 2019-06-24 | 2023-07-28 | 北京大米科技有限公司 | 文本生成方法、装置、存储介质和电子设备 |
CN110413768B (zh) * | 2019-08-06 | 2022-05-03 | 成都信息工程大学 | 一种文章题目自动生成方法 |
CN110750979B (zh) * | 2019-10-17 | 2023-07-25 | 科大讯飞股份有限公司 | 一种篇章连贯性的确定方法以及检测装置 |
CN110874313B (zh) * | 2019-11-18 | 2023-07-25 | 北京百度网讯科技有限公司 | 写作工具测试方法及装置 |
CN111159393B (zh) * | 2019-12-30 | 2023-10-10 | 电子科技大学 | 一种基于lda和d2v进行摘要抽取的文本生成方法 |
CN111428127B (zh) * | 2020-01-21 | 2023-08-11 | 江西财经大学 | 融合主题匹配与双向偏好的个性化事件推荐方法及系统 |
CN111339752B (zh) * | 2020-02-18 | 2023-04-25 | 哈尔滨工业大学 | 一种多任务联合学习的面向评价对象的情感分析方法 |
CN111339256A (zh) * | 2020-02-28 | 2020-06-26 | 支付宝(杭州)信息技术有限公司 | 用于文本处理的方法和装置 |
CN111832308B (zh) * | 2020-07-17 | 2023-09-08 | 思必驰科技股份有限公司 | 语音识别文本连贯性处理方法和装置 |
CN112149428A (zh) * | 2020-10-12 | 2020-12-29 | 珍岛信息技术(上海)股份有限公司 | 基于语义分析和深度学习的智能写作辅助系统 |
CN112668304A (zh) * | 2020-11-02 | 2021-04-16 | 安阳师范学院 | 基于两个层次Bi-LSTM的汉语句子排序方法 |
CN113255344B (zh) * | 2021-05-13 | 2024-05-17 | 淮阴工学院 | 一种融合主题信息的关键词生成方法 |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP1071023A3 (en) * | 1999-07-19 | 2002-12-18 | Fujitsu Limited | Apparatus and method for generating a summary according to hierarchical structure of topic |
CN104598440A (zh) * | 2013-10-31 | 2015-05-06 | 株式会社东芝 | 文本处理装置以及文本处理方法 |
-
2017
- 2017-11-20 CN CN201711160875.8A patent/CN107967257B/zh active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP1071023A3 (en) * | 1999-07-19 | 2002-12-18 | Fujitsu Limited | Apparatus and method for generating a summary according to hierarchical structure of topic |
CN104598440A (zh) * | 2013-10-31 | 2015-05-06 | 株式会社东芝 | 文本处理装置以及文本处理方法 |
Non-Patent Citations (4)
Title |
---|
A Planning based Framework for Essay Generation;Bing Qin等;《https://arXiv.org/abs/1512.05919》;20160106;第1-10页 * |
Deep Learning Based Document Theme Analysis for Composition Generation;Jiahao Liu 等;《International Symposium on Natural Language Processing Based on Naturally Annotated Big Data 2017, China National Conference on Chinese Computational Linguistics 2017》;20171017;第333-342页 * |
End-to-End Neural Sentence Ordering Using Pointer Network;Jingjing Gong 等;《https://www.researchgate.net/publication/310329210》;20161125;第1-10页 * |
抽取式作文生成研究;冷海涛;《中国优秀硕士学位论文全文数据》;20190115(第01期);第1-57页 * |
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