https://github.com/keon/advnlp
https://github.com/keon/advnlp
Last synced: 6 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/keon/advnlp
- Owner: keon
- License: apache-2.0
- Created: 2017-10-30T11:06:17.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2017-10-30T10:06:50.000Z (about 8 years ago)
- Last Synced: 2025-02-17T07:18:21.622Z (10 months ago)
- Language: Python
- Size: 24.4 KB
- Stars: 1
- Watchers: 4
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
## Generation of Adversarial Examples for NLP
Deep Text Classification Can be Fooled https://arxiv.org/abs/1704.08006
Towards Crafting Text Adversarial Samples https://arxiv.org/abs/1707.02812
Adversarial Training Methods for Semi-Supervised Text Classification https://arxiv.org/abs/1605.07725
Adversarial Examples for Evaluating Reading Comprehension Systems https://arxiv.org/abs/1707.07328
Crafting Adversarial Input Sequences for Recurrent Neural Networks https://arxiv.org/abs/1604.08275
Black-Box Attacks against RNN based Malware Detection Algorithms https://arxiv.org/abs/1705.08131
Exploring Adversarial Learning on Neural Network Models for Text Classification https://nlp.stanford.edu/courses/cs224n/2015/reports/20.pdf
## Text Generation
Toward Controlled Generation of Text https://arxiv.org/abs/1703.00955
Improved Training of Wasserstein GANs https://arxiv.org/abs/1704.00028
## Binary Sentiment Classifiers
Not yet tuned ..
## Dependency
Install `pytorch/text`
```
git clone https://github.com/pytorch/text
cd text
python3 setup.py install
```