OpenCodePapers
named-entity-recognition-ner-on-bc5cdr
Named Entity Recognition (NER)
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ModelName
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Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning
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91.9
BINDER
2022-08-30
Enhancing Label Consistency on Document-level Named Entity Recognition
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91.3
ConNER
2022-10-24
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
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90.99
CL-L2
2021-05-08
[]()
90.95
aimped
Accurate clinical and biomedical Named entity recognition at scale
00079-3/fulltext)
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90.89
BertForTokenClassification (Spark NLP)
2022-07-19
LinkBERT: Pretraining Language Models with Document Links
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90.22
BioLinkBERT (large)
2022-03-29
ELECTRAMed: a new pre-trained language representation model for biomedical NLP
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90.03
ELECTRAMed
2021-04-19
Biomedical Named Entity Recognition at Scale
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89.73
BLSTM-CNN-Char (SparkNLP)
2020-11-12
Biomedical Named Entity Recognition at Scale
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89.73
Spark NLP
2020-11-12
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
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89.34
UniNER-7B
2023-08-07
SciBERT: A Pretrained Language Model for Scientific Text
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88.94
SciBERT (SciVocab)
2019-03-26
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction
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88.4
GoLLIE
2023-10-05
SciBERT: A Pretrained Language Model for Scientific Text
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88.11
SciBERT (Base Vocab)
2019-03-26
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition
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87.38
RDANER
2021-01-02
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition
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87.12
CollaboNet
2018-09-21
Focusing on Potential Named Entities During Active Label Acquisition
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86
BERT-CRF
2021-11-06