hategan | Code implementation for the paper HateGAN
kandi X-RAY | HateGAN Summary
kandi X-RAY | HateGAN Summary
HateGAN is a Python library. HateGAN has no bugs, it has no vulnerabilities and it has low support. However HateGAN build file is not available. You can download it from GitLab.
Most of existing methods for hate speech detection adopt a supervised aproach that heavily depends on labeled datasets for training. The imbalance of datasets may be detrimental to performance of methods. We propose HateGAN, a deep generative reinforcement learning model to address the challenge of imbalance class by augementing datasets with hateful tweets. This repository contains code for the implementation of HateGAN.
Most of existing methods for hate speech detection adopt a supervised aproach that heavily depends on labeled datasets for training. The imbalance of datasets may be detrimental to performance of methods. We propose HateGAN, a deep generative reinforcement learning model to address the challenge of imbalance class by augementing datasets with hateful tweets. This repository contains code for the implementation of HateGAN.
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Support
HateGAN has a low active ecosystem.
It has 0 star(s) with 0 fork(s). There are no watchers for this library.
It had no major release in the last 6 months.
HateGAN has no issues reported. There are no pull requests.
It has a neutral sentiment in the developer community.
The latest version of HateGAN is current.
Quality
HateGAN has no bugs reported.
Security
HateGAN has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
License
HateGAN does not have a standard license declared.
Check the repository for any license declaration and review the terms closely.
Without a license, all rights are reserved, and you cannot use the library in your applications.
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HateGAN releases are not available. You will need to build from source code and install.
HateGAN has no build file. You will be need to create the build yourself to build the component from source.
Installation instructions, examples and code snippets are available.
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HateGAN Key Features
No Key Features are available at this moment for HateGAN.
HateGAN Examples and Code Snippets
No Code Snippets are available at this moment for HateGAN.
Community Discussions
No Community Discussions are available at this moment for HateGAN.Refer to stack overflow page for discussions.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install HateGAN
Pretrain the toxic comment detection model, use code in Toxic Model.ipynb.
Pretrain the toxic comment detection model, use code in Toxic Model.ipynb
Train the generative model, use code in HateGAN: python main.py
Evaluate the generated tweets, use code in Test-GAN-gen: python main.py
Pretrain the toxic comment detection model, use code in Toxic Model.ipynb
Train the generative model, use code in HateGAN: python main.py
Evaluate the generated tweets, use code in Test-GAN-gen: python main.py
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For any new features, suggestions and bugs create an issue on GitLab.
If you have any questions check and ask questions on community page Stack Overflow .
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