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named-entity-recognition-ner-on-jnlpba
Named Entity Recognition (NER)
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ModelName
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Improving Biomedical Pretrained Language Models with Knowledge
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82.0
KeBioLM
2021-04-21
Biomedical Named Entity Recognition at Scale
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81.29
BLSTM-CNN-Char (SparkNLP)
2020-11-12
Biomedical Named Entity Recognition at Scale
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81.29
Spark NLP
2020-11-12
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning
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80.3
BINDER
2022-08-30
On the Effectiveness of Compact Biomedical Transformers
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80.13
BioMobileBERT
2022-09-07
LinkBERT: Pretraining Language Models with Document Links
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80.06
BioLinkBERT (large)
2022-03-29
On the Effectiveness of Compact Biomedical Transformers
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79.97
DistilBioBERT
2022-09-07
On the Effectiveness of Compact Biomedical Transformers
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79.88
CompactBioBERT
2022-09-07
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing
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79.1
PubMedBERT uncased
2020-07-31
On the Effectiveness of Compact Biomedical Transformers
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79.1
BioDistilBERT
2022-09-07
Improving Biomedical Named Entity Recognition with Syntactic Information
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77.83
BioKMNER + BioBERT
2020-11-25
[]()
77.72
aimped
BioBERT: a pre-trained biomedical language representation model for biomedical text mining
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77.59
BioBERT
2019-01-25
SciFive: a text-to-text transformer model for biomedical literature
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77.55
SciFive-Large
2021-05-28
BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks
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77.03
BioFLAIR
2019-08-13
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective
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77.03
MINER
2022-04-09
SciBERT: A Pretrained Language Model for Scientific Text
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75.77
SciBERT (Base Vocab)
2019-03-26