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. 2021 May 26;22:272. doi: 10.1186/s12859-021-04176-7

Table 3.

Ablation experiment results of our model

Model 6b Factoid QA 7b Factoid QA 8b Factoid QA
Sacc Lacc MRR Sacc Lacc MRR Sacc Lacc MRR
Baseline (BioBERT) 0.3973 0.6217 0.4838 0.4318 0.6164 0.5007 0.3848 0.5585 0.4492
+FF (Feature Fusion) 0.4328 0.6296 0.5066 0.4467 0.5998 0.5085 0.3928 0.5813 0.4636
+POS+FF 0.4363 0.5957 0.5024 0.4353 0.6171 0.5051 0.3994 0.5786 0.4660
+NER+FF 0.4471 0.6114 0.5072 0.4471 0.6114 0.5072 0.4053 0.5795 0.4678
Full model (BioBERT+POS+NER+FF) 0.4517 0.6294 0.5197 0.4444 0.6419 0.5165 0.3937 0.6098 0.4688

Bold values represent the highest results