1 code implementation • EACL 2021 • Markus Eberts, Adrian Ulges
We present a joint model for entity-level relation extraction from documents.
Ranked #4 on Joint Entity and Relation Extraction on DocRED
coreference-resolution Document-level Relation Extraction +4
1 code implementation • COLING 2020 • Markus Eberts, Kevin Pech, Adrian Ulges
We introduce ManyEnt, a benchmark for entity typing models in few-shot scenarios.
2 code implementations • 17 Sep 2019 • Markus Eberts, Adrian Ulges
The model is trained using strong within-sentence negative samples, which are efficiently extracted in a single BERT pass.
Ranked #1 on Joint Entity and Relation Extraction on SciERC (Cross Sentence metric)
Joint Entity and Relation Extraction Named Entity Recognition (NER) +3