Giter VIP home page Giter VIP logo

entity_linking's Introduction

entity-linking


实体链接(命名实体消歧)

目标: 针对document或者query中的名实体(name mention)确定其具体的含义

candidate entity generation(候选实体生成)

1.getcanbywiki:使用维基百科API返回与输入字符串相似度高的entity
2.getcanbyRule: 采用基于搜索规则的方法生成候选实体集
3.getcanbyPrior:采用基于先验概率的方法生成候选实体集

graph construction(实体图构建)

1.每两个候选实体之间构建关联对
2.使用DFS在DBpedia中探索关联对之间的路径
3.所有路径与实体构成graph

candidate entity ranking(候选实体排名)

1.利用PageRank计算图节点(代表实体)的值
2.选择得分最高的作为该name mention对应的知识库中的链接实体

entity_linking's People

Contributors

zxmhitwh avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.