Giter Club home page Giter Club logo

multi-level-causality-detection-network's Introduction

MCDN

A Multi-level Neural Network for Implicit Causality Detection in Web Texts

Under review. Public Version

Prerequisites

  • pytorch >= 0.4
  • nltk
  • gensim
  • sklearn

Dataset

altlex

Preprocessing

Preprocess the trainset:

python torch_run.py run --prepare=True --build=True

Train

python torch_run.py run --train=True

Test

python torch_run.py run  --evaluate=True

other details is coming soon...

multi-level-causality-detection-network's People

Contributors

shiningliang avatar

Stargazers

avatar avatar avatar avatar

Watchers

avatar avatar avatar

multi-level-causality-detection-network's Issues

whyPrecision,recall,f1=0?

2019-12-08 02:40:16,055 - Causality - INFO - Valid Loss - 0.06650793552398682
2019-12-08 02:40:16,055 - Causality - INFO - Valid Acc - 0.6290983606557377
2019-12-08 02:40:16,056 - Causality - INFO - Valid Precision - 0.0
2019-12-08 02:40:16,056 - Causality - INFO - Valid Recall - 0.0
2019-12-08 02:40:16,056 - Causality - INFO - Valid F1 - 0.0
2019-12-08 02:40:16,056 - Causality - INFO - Valid AUCROC - 0.5475642017744344
2019-12-08 02:40:16,056 - Causality - INFO - Valid AUCPRC - 0.41483413856191564
您好，打扰了，我运行过程中准确率有显示，但是pre，recall都是0，大概是什么原因呢？

请问data中为什么没有transfer_file文件

请问运行python torch_run.py运行--prepare = True --build = True会报发现传输文件文件的错误，提供的数据集里没有2010_random_filtered.json这个文件。我是刚接触深度学习的学生，打扰老师了。

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.