Giter Site home page Giter Site logo

bimpm_keras's Introduction

BiMPM_keras

Keras implementation of Bilateral Multi-Perspective Matching [1] using in Quora Question Duplicate Pairs Competition. You can find the original tensorflow implementation from here.

Description

models/bimpm.py - model graph.

models/multi_perspective.py - multi perspective matching layer.

models/layers.py - other layers, word embedding layers, context layer, etc.

train_model.py - train and test BiMPM model.

config.py - hyper-parameters.

If you find any bugs, please create an issue, thanks.

Requirements

  • python 2.7
  • tensorflow 1.1.0
  • keras 2.0.3
  • numpy 1.12.1
  • pandas 0.19.2
  • nltk 3.2.2
  • gensim 1.0.1

References

[1] Zhiguo Wang, Wael Hamza and Radu Florian. "Bilateral Multi-Perspective Matching for Natural Language Sentences."

bimpm_keras's People

Contributors

ijinmao avatar avinashrubird avatar

Watchers

James Cloos avatar Avinash gupta 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.