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多场景的文本自动生成系统设计与实现

esign and Implementation of Automatic Text Generation System for Multiple Scenarios

中文摘要英文摘要

人们期待未来有一天计算机能够像人类一样会写作,能够撰写出高质量的自然语言文本,文本自动生成就是实现这一目标的关键技术。本论文设计并实现了一个支持多场景的文本自动生成系统,系统基于机器学习和自然语言处理技术,能够学习特定场景的文本特征,并根据用户给定的语句自动生成文本。系统也提供了基于语义相似性的文本搜索功能,能够根据用户给定的语句推荐相关的文本。系统后端基于Spring Boot框架搭建,用户可以通过浏览器访问系统服务。论文首先介绍了文本生成的相关技术,然后阐述了系统的设计与实现,最后通过测试对系统功能进行了验证和分析。

People expect that one day computers will be able to write like human beings and write high-quality natural language text. Automatic text generation is the key technology to achieve this goal. This paper designs and implements an automatic text generation system that supports multiple scenarios. Based on machine learning and natural language processing technology, the system can learn text features of specific scenarios, and automatically generate text according to the sentences given by users. The system also provides text search function based on semantic similarity, which can recommend relevant text according to the sentences given by users. The back end of the system is built based on the Spring Boot framework, and users can access the system services through a browser.This paper first introduces therelated technologies of text generation, then describes the design and implementation of the system, finallyverifies and analysesthe system functions by testing.

赵磊

计算技术、计算机技术自动化技术、自动化技术设备

文本自动生成自然语言处理机器学习SpringBoot文本搜索

automatic text generationnatural language processingmachine learningSpring Boottext search

赵磊.多场景的文本自动生成系统设计与实现[EB/OL].(2020-04-14)[2025-04-04].http://www.paper.edu.cn/releasepaper/content/202004-122.点此复制

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