HW4_NLP

First you need to install the requirements: pip install -r requirements.txt

If you want to train the model and to extract the 'Work_For' relation of the input file, you should have in the current working directory the following files:

1. extract.py
2. eval.py
3. model.py

And you need to have a directory named data and contained the following files:

1. Corpus.TRAIN.txt
2. TRAIN.annotations
3. Corpus.DEV.txt
4. DEV.annotations

At the end you need to run the following command: python extract.py file1 file2

where: file1 is the Input file in the .txt format (.processed format are not accepted) file2 is the Output file in the Annotation format

To evaluate the performance of the model and compute the f1, recall and precision score you need to run the following command: python eval.py file1 file2

where:

file1 is the gold annotation file file2 is the Output file of the extract program