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Table 3 Results for CEM task per chemical entity subtype.

From: tmChem: a high performance approach for chemical named entity recognition and normalization

Setup ABBR FAMI FORM IDEN MULT SYST TRIV NONE
Model 1 0.8768 0.8216 0.8199 0.8323 0.3969 0.9136 0.9013 0.7073
Model 2 0.8285 0.7871 0.8393 0.8615 0.4824 0.9196 0.8783 0.6829
Naïve combination 0.9132 0.8799 0.8936 0.9005 0.5326 0.9588 0.9403 0.7804
Heuristic combination 0.8837 0.8440 0.8318 0.8986 0.4020 0.9276 0.9273 0.7804
High recall combination 0.9137 0.9006 0.8809 0.8752 0.6030 0.9525 0.9414 0.7560
  1. Results for the CEM task for each experimental setup on each chemical entity subtype, as measured by micro-averaged recall.