SiameseULMFiT

ULMFiT + Siamese Network for Sentence Vectors

This an attempt to add an InferSent type Siamese network on top of the Fast.ai ULMFiT archecture.

The fast.ai library must be installed and the fastai folder available in the root folder
Download the SNLI corpus and unzip it into the data folder.
Download the pretrained wikitext model into the data/aclImdb folder
Run the notebooks in order:

If you want to skip the tokenizing step, download this file and put it into the data section.

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
data		data
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
ULMFiT_Classify.ipynb		ULMFiT_Classify.ipynb
ULMFiT_Pretrain.ipynb		ULMFiT_Pretrain.ipynb
ULMFiT_Tokenize.ipynb		ULMFiT_Tokenize.ipynb
text_util.py		text_util.py