Knodle

Knodle - a framework for KNOwledge supervised Deep LEarning

Use the Knodle abstraction to push your weak supervision research.

pip install knodle

Abstraction

Knodle provides an abstraction for data and models. Use it to quickly build your research benchmark.

Data

Knodle persists several preprocessed / formatted datasets which can be used out-of-the-box.

Models

Plug in various weak-supervision methods in combination with various prediction models, e.g. BERT.


Find the code on Github, and the accompanying paper on ArXiv.

Funding

This research is funded by the WWTF though the project “Knowledge-infused Deep Learning for Natural Language Processing” (WWTF Vienna Research Group VRG19-008).