briandw / SiameseULMFiT

ULMFiT + Siamese Network for Sentence Vectors

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:

1. ULMFiT_Tokenize
2. ULMFiT_Pretrain
3. ULMFiT_Classify

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