Named Entity Recognition Ner On Scierc

Results

Performance results of various models on this benchmark

		Paper Title
SciDeBERTa v2	72.4	SciDeBERTa: Learning DeBERTa for Science Technology Documents and Fine-Tuning Information Extraction Tasks
SpERT	70.33	Span-based Joint Entity and Relation Extraction with Transformer Pre-training
RDANER	68.96	A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition
Ours: cross-sentence	68.2	A Frustratingly Easy Approach for Entity and Relation Extraction
SciBERT (SciVocab)	67.57	SciBERT: A Pretrained Language Model for Scientific Text
SciBERT (Base Vocab)	65.24	SciBERT: A Pretrained Language Model for Scientific Text
SCIIE	64.20	Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction

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