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Duc Cao
source-extractor
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2eec3507
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2eec3507
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Jan 10, 2019
by
Duc Cao
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# To build the Docker image (run this only once)
sudo docker build -t source-extractor .
# To run the source-extractor, you can take "sample_input" as <input_folder>
(sudo) ./run_docker.sh extract
<input_folder>
# To evaluate the model's performance, the folder input_labeled contains 363 annotated documents and is provided upon request
Install python3
pip3 install sklearn
(sudo) ./run_docker.sh evaluate input_labeled
Performance report:
SOURCE-PRIM
F1 score 0.971039182282794
Recall 0.9595959595959596
Precision 0.9827586206896551
SOURCE-SEC
F1 score 0.8920863309352518
Recall 0.8378378378378378
Precision 0.9538461538461539
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