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Releases: hammerlab/t-cell-relation-extraction

Snorkel weak supervision for relation extraction

12 Jul 13:17
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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

17 Apr 21:28
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Pre-release

This tag maintains a commit with the initial results for analyzing co-occurrences of t cell type and protein mentions.