A single-pass encoder-scorer model with synthetic LLM pretraining matches or beats prior zero-shot relation classification methods on FewRel and on Wiki-ZSL with 10 or 15 unseen relations, while running far faster.
In Proceedings of the 2024 Joint International Con- ference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
GLiREL -- Generalist Model for Zero-Shot Relation Extraction
A single-pass encoder-scorer model with synthetic LLM pretraining matches or beats prior zero-shot relation classification methods on FewRel and on Wiki-ZSL with 10 or 15 unseen relations, while running far faster.