Experiment code for Lifting Weak Supervision To Structured Prediction

Finite metric spaces: learning to rank

The script that reproduces our ranking experiments can be found at code/run.sh. This script calls main.py with various parameter sweeps and seeds. The resulting logs can be processed into plots using notebooks/plots_ranking.ipynb.

Riemannian manifolds: Hyperbolic regression

The Hyperbolic regression experiments can be reproduced by running the notebook notebooks/hyperbolic_ws_sp.ipynb.