Knowledge base construction system for richly formatted data.
Project description
Fonduer is a Python package and framework for building knowledge base construction (KBC) applications from richly formatted data.
Note that Fonduer is still actively under development, so feedback and contributions are welcome. Submit bugs in the Issues section or feel free to submit your contributions as a pull request.
Getting Started
Check out our Getting Started Guide to get up and running with Fonduer.
Learning how to use Fonduer
The Fonduer tutorials cover the Fonduer workflow, showing how to extract relations from hardware datasheets and scientific literature.
Reference
Fonduer: Knowledge Base Construction from Richly Formatted Data:
@inproceedings{wu2017fonduer,
title={Fonduer: Knowledge Base Construction from Richly Formatted Data},
author={Wu, Sen and Hsiao, Luke and Cheng, Xiao and Hancock, Braden and Rekatsinas, Theodoros and Levis, Philip and R{\'e}, Christopher},
booktitle={Proceedings of the 2018 International Conference on Management of Data},
pages={1301--1316},
year={2018},
organization={ACM}
}
Acknowledgements
Fonduer was inspired by and leverages the work of Snorkel and MeTaL.
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