Named Entity Recognition Ner On Ncbi Disease

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة

اسم النموذج	F1
scifive-a-text-to-text-transformer-model-for	89.39
biomedical-named-entity-recognition-at-scale	89.13
gollie-annotation-guidelines-improve-zero	86.5
on-the-effectiveness-of-compact-biomedical	87.21
biobert-a-pre-trained-biomedical-language	89.71
improving-named-entity-recognition-by	88.96
linkbert-pretraining-language-models-with	88.76
bern2-an-advanced-neural-biomedical-named	88.6
on-the-effectiveness-of-compact-biomedical	87.93
domain-specific-language-model-pretraining	87.82
focusing-on-possible-named-entities-in-active	84.5
biomegatron-larger-biomedical-domain-language	87.8
scibert-pretrained-contextualized-embeddings	86.88
nuner-entity-recognition-encoder-pre-training	61.1
comparing-and-combining-some-popular-ner	89.6
evaluation-of-large-language-model	-
improving-biomedical-pretrained-language	89.1
a-neural-named-entity-recognition-and-multi	88.3
on-the-effectiveness-of-compact-biomedical	88.67
learning-a-unified-named-entity-tagger-from	88.6
on-the-effectiveness-of-compact-biomedical	87.61
a-robust-and-domain-adaptive-approach-for-low	87.89
electramed-a-new-pre-trained-language	87.54
scibert-pretrained-contextualized-embeddings	86.45
improving-biomedical-named-entity-recognition	88.77
biomedical-named-entity-recognition-at-scale	89.13