Releases: hammerlab/t-cell-relation-extraction
Releases · hammerlab/t-cell-relation-extraction
Snorkel weak supervision for relation extraction
This includes results in the results/summary.render.ipynb notebook conditioned on the following:
- All analysis and modeling pertains exclusively to the development corpus
- Labeling functions DO NOT include strongly supervised models
- The generative model is not trained with class balancing leading
- The generative model uses LFs with low coverage meaning a large portion of the weak labels are precisely .5
- Both the strong and weak supervision models were trained using 50% class balancing
- Metrics from both of the above are based on median scores across models in hyperparameter grid
Initial co-occurrence analysis
This tag maintains a commit with the initial results for analyzing co-occurrences of t cell type and protein mentions.