The repo is the code for our submission of `Automatic Summarization of Legal Decisions using Iterative Masking of Predictice Sentences' at ICAIL 2019.
The system is not end-to-end.
pip install -r requirements.txt
cd attribution
python script.py [init_round] [mask_val_flag] [max_iter]
mask_val_flag == "true" means most predictive sentence will also be masked out in the validation data
cd summarization
python summarize.py
This gives summarization for every case. If want summary for a single case. The following function will help.
summarize.summarize(case_id, summary_len, verbose=1)