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.

Running the notebook

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:

ULMFiT_Tokenize
ULMFiT_Pretrain
ULMFiT_Classify

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