Rate distortion approach used in explaining NLP task
Important links for implementation of model -
- Innvestigate [https://github.com/albermax/innvestigate]
- LRP information [http://www.heatmapping.org/]
- RAP Method [https://github.com/wjNam/Relative_Attributing_Propagation]
Knowledge distillation experiments not rigorously done yet
| Folder | Description |
|---|---|
| AGNews | RDE methods and experiments on AG News dataset |
| NG20 | RDE methods and experiments on News Group 20 dataset |
| KD-MNIST | Knowledge distillation experiments on MNIST dataset |
| KD-Places2 | Knowledge distillation experiments on Places2 dataset |
| MNIST-Trial | Used for basic understanding of RDE method on images |
| Report | Final report and all images |