Text Summarizer
插件截图
插件概述
This extension takes inputted text and summarizes the text using the TextRank algorithm插件详情
This extension takes text and summarizes the text using the TextRank algorithm. The TextRank algorithm is actually based on Google's early PageRank algorithm, which revolutionized how we viewed webpages by assigning importance to links in a set. We use the same basic technology to rank sentences as being more or less important and return the more important sentences.The user has 4 parameters he or she can set if he or she chooses. The number of iterations is the number of times the TextRank algorithm will be run. The idea is that more iterations will produce a better answer, at the cost of efficiency and time. 40 iterations is the default value. There are two other factors which are a bit more confusing: damping factor and delta. The damping rate makes the changing of weights in between iterations less dramatic and delta defines a threshold under which the response is satisfactory. These parameters do not need to be changed by the user but the user can change them if he or she wants. In a paper by Mihalcea and Tarau, describing the algorithm, they state that the value for the damping factor is set to 0.85, which is what we have set it to. The pre-processing on the sentences inputted into the algorithm is limited but sufficient (trim function). The inputted text is pre-processed and made into a graph of frequencies for each word in each sentence over all the words in the document. We then run the PageRank algorithm on the set and get back the sentences and their scores. We sort according to scores and return the number of sentences by scores requested by the user, essentially summarizing the text by importance and relevance.其他信息
官方唯一标识:fflmchdm****************afahihce
官方最后更新日期:2017年1月7日
分类:生产工具
大小:256KiB
版本:0.0.0.1
语言:English
提供方:none
星级:5
插件下载
下载链接一 下载链接二 |
Chrome插件离线安装教程 |
温馨提示
本站中的部份内容来源网络和网友发布,纯属个人收集并供大家交流学习参考之用,版权归版权原作者所有。
如果您发现网站上有侵犯您的知识产权的作品,请与我们取得联系,我们会及时修改或删除。
如果您觉得网多鱼对您有帮助,欢迎收藏我们 Ctrl+D
。