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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.