Giter VIP home page Giter VIP logo

short-sentence-similarity-nlp-model's Introduction

short-sentence-similarity-nlp-model

该模型主要是用于短文本语义相似度匹配场景

本次项目是用深度学习框架keras构建的短文本语义相似度预测的深度学习模型框架,主要**是:利用两种CNN卷积核学习特征,与文本相似距离组合成新的特征,训练DNN模型。

本此项目中用到的数据源:拍拍贷魔法杯竞赛数据(已脱敏)

注意:在本次训练中,发现用keras构建自定义感比较强的模型,感觉并不是非常的方便,虽然这次项目还是基于keras完成,但后续工作会研究pytorch深度学习框架,希望可以提高效率。

short-sentence-similarity-nlp-model's People

Contributors

lisa-wang1987 avatar

Watchers

Perry Hou 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.