调研目的: 了解生成式文本摘要的常用技术和当前的发展趋势,明确当前项目有什么样的摘要需求,判断现有技术能否用于满足当前的需求,进一步明确毕业设计方向及其可行性 调研方向: 项目中需要用到摘要的地方以及区别 数据集(研究用评测集/项目用大规模数据集) 现有技术 分类 有监督 无监督 半监督等(如果有) 效果 优势和缺点 评价现有技术用于当前项目的可行性 扩展:寻找现有技术的研究改进方向 项目中用到摘要的地方 传统新闻摘要任务 单/多文档新闻摘要生成 非传统摘要任务 标题生成 特点 篇幅一般较短 不…

https://www.programmableweb.com/news/how-5-natural-language-processing-apis-stack/analysis/2014/07/28 The world is awash in digital data. The challenge: making sense of that data. To tackle that challenge, a growing number of companies are turning to…

Sequence-to-sequence Framework A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush et al., Facebook AI Research/Harvard EMNLP2015 sentence level seq2seq模型在2014年提出,这篇论文是将seq2seq模型应用在abstractive summarization任务上比较早期的论文.同组的…

随着 Windows Phone 8.1 GDR1 + Cortana 中文版的发布,相信有很多用户或开发者都在调戏 Windows Phone 的语音私人助理 Cortana 吧,在世界杯的时候我亲测 Cortana 预测德国和阿根廷的比赛很准的.(题外话扯远了),可是作为开发者我们怎么将Cortana集成到应用中呢,今天我用一点时间给大家介绍一下如何使用 voice command 集成 Windows Phone 8.1 的应用. 首先要明确两个名词 Voice command & Voi…

More descriptive way to declare and use a method in programming languages At present, in most programming language, a method is declared in few parts: keyword, method name, method parameters and return type etc. E.g. function int add(int a, int b) \\…

一年之前,我做梦也想不到会来这里写技术总结.误打误撞来到了上海西南某高校,成为了文科专业的工科男,现在每天除了膜ha,就是恶补CS.导师是做计算语言学的,所以当务之急就是先自学计算机自然语言处理,打好底子准备做科研(认真脸). 进入正题,从图书馆找了本“Natural Language Processing with Python” (影印版),书长这个样子,作者是Steven Bird, Ewan Klein和Edward Loper.粘贴个豆瓣链接供参考:https://book.douba…

Focus, Follow, and Forward Stanford CS224d 课程笔记 Lecture1 Stanford CS224d 课程笔记 Lecture1 Stanford大学在2015年开设了一门Deep Learning for Natural Language Processing的课程,广受好评.并在2016年春季再次开课.我将开始这门课程的学习,并做好每节课的课程笔记放在博客上.争取做到每周一更吧.本文是第一篇. NLP简介 NLP,全名Natural Languag…

Spoken input (top left) is analyzed, words are recognized, sentences are parsed and interpreted in context, application-specific actions take place (top right); a response is planned, realized as a syntactic structure, then to suitably inflected word…

spaCy is a library for advanced natural language processing in Python and Cython. spaCy is built on the very latest research, but it isn't researchware. It was designed from day one to be used in real products. spaCy currently supports English, Germa…

Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries 2018-09-18 09:58:50 Paper:http://openaccess.thecvf.com/content_ECCV_2018/papers/Edgar_Margffoy-Tuay_Dynamic_Multimodal_Instance_ECCV_2018_paper.pdf GitHub:https://github.com/…