172 citations · 173 across the 2 of their papers we have counts for
2 papers
cs.CL2021★ 1 cited
An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning
Markus Eberts, Adrian Ulges
We present a joint model for entity-level relation extraction from documents. In contrast to other approaches - which focus on local intra-sentence mention pairs and thus require a…
cs.CL2019★ 172 cited
Span-based Joint Entity and Relation Extraction with Transformer Pre-training
Markus Eberts, Adrian Ulges
We introduce SpERT, an attention model for span-based joint entity and relation extraction. Our key contribution is a light-weight reasoning on BERT embeddings, which features enti…