jackboyla/glirel-large-v0
GLiREL is a Relation Extraction model capable of classifying unseen relations given the entities within a text. This builds upon the excelent work done by Urchade Zaratiana, Nadi Tomeh, Pierre Holat, Thierry Charnois on the GLiNER library which enables efficient zero-shot Named Entity Recognition.
Benchmarks
FewRel
Few-shot relation extraction from Wikipedia sentences
Corpus: 70,000 Queries: 70,000
Quality
f1 0.2639
precision 0.2397
recall 0.2934
Performance L4-SPOT b1 c16