knowledgator/gliner-bi-base-v2.0
GLiNER-bi-Encoder is a novel architecture for Named Entity Recognition (NER) that combines zero-shot flexibility with industrial-scale efficiency. Unlike the original GLiNER, which uses joint encoding, the bi-encoder design decouples text and entity-type encoding, enabling the recognition of thou...
Overview
Benchmarks
CoNLL-2003
Named entity recognition on Reuters newswire text
Corpus: 3,453 Queries: 3,453
Quality
f1 0.6396
precision 0.5844
recall 0.7064
Performance L4 b1 c16