BIS Token Classification

Goal

Goal of the project is to classify characters in the provided sentences into three classes B, I and S for Beginning, Intermediate and Space, respectively

Problem statement and approach

Bidirectional Long Short Term Memory model was built along with the Fully Connected Network to classify provided sentences. More specific information can be found in BIS_Token_Classification.pdf.

Instructions for playground mode:

• First of all you need to pull or download the source code along with source files

• Then you need to install dependencies with \

  pip install -r requirements.txt

• Now you are all set to run the following snippet \

  python main.py --playground_only --bidirectional --experiment_number 3

I hope you will enjoy it.

Further details about source codes will be given soon.

Regards,

Mahammad Namazov