rubenwol / hw4_biu_deep

HW4_BIU_DEEP

Implementation of Shortcut-Stacked Sentence Encoders for Multi-Domain Inference paper.

1. Download one of the pretrained word vectors in the following link https://nlp.stanford.edu/projects/glove/

2. Install the requirements: pip install -r requirements.txt

3. To train and evaluate our results on the test set you need to run the following command:

python train.py arg1 arg2 arg3 arg4

when:

arg1: is the pretrained words vectors path of glove

arg2: is the learning rate

arg3: is the BiLSTM layer dimension

arg4: is the dropout probability

for examples: python train.py glove/glove.840B.300d.txt 0.0004 300 0.1