CNN-IETS

This is a python implementation of CNN-IETS: a CNN-based probabilistic approach for information extraction by text segmentation.

Reference: https://doi.org/10.1145/3132847.3132962

observation 1: instead of Gennia Tagger we use NLTK Pos tagger

observation 2: instead of word2vec trained in pubmed articles we use here Google word2vec sample from NLTK

To Execute

python3 main.py path/to/knowledge_base_file.xml path/to/input_file.txt path/to/reference_file.xml

To install dependencies

sudo apt install -y python3-pip
pip3 install -r requirements.txt
python3 utils/nltk_dependencies.py

License

This project is licensed under the MIT License - see the LICENSE file for details