模型:
tsantosh7/en_BiomedNER_EuropePMC
生物文献命名实体识别使用microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext变换器模型。该模型识别以下实体:CD: 化学物质/药物,DS: 疾病,GP: 基因/蛋白质和OG: 生物体
Feature | Description |
---|---|
Name | en_BiomedNER_EuropePMC |
Version | 1.0.0 |
spaCy | >=3.2.4,<3.3.0 |
Default Pipeline | transformer , ner |
Components | transformer , ner |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | n/a |
License | n/a |
Author | 1230321 |
Component | Labels |
---|---|
ner | CD , DS , GP , OG |
Type | Score |
---|---|
ENTS_F | 88.82 |
ENTS_P | 87.14 |
ENTS_R | 90.57 |
TRANSFORMER_LOSS | 92291.81 |
NER_LOSS | 109755.03 |