Being a project done in partial fulfilment of COMP 5118 - Trends in Big Data Management (Winter 2020).
Project Goal: To use deep learnign technicques to extract contracts element by reproducing the work of Chalkidis, I., & Androutsopoulos, I. (2017). A Deep Learning Approach to Contract Element Extraction. JURIX.(http://nlp.cs.aueb.gr/pubs/jurix2017.pdf). Dataset link http://nlp.cs.aueb.gr/software_and_datasets/CONTRACTS_ICAIL2017/.
Another Case study Patil Sharat. 2018. Contract Element Extraction Using Deep Learning. InJURIX. Github Repository: https://github.com/pilar12/PS-project-Contract_Element_Extraction_-BiLSTM-CRF-
Emmanuel-Contract_Element_Extraction_ (8).pdf contains the project report
How to run the code Load ProjectSourceCode.ipynb with Colab Copy elements_contracts's folder from the dataset http://nlp.cs.aueb.gr/software_and_datasets/CONTRACTS_ICAIL2017/ to your Google drive Follow the on screen instruction to mount your drive after clicking Cell-3. Run the cells one after the other.