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Relation Extraction On Chemprot

評価指標

Micro F1

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

		Paper Title
CharacterBERT (base, medical)	73.44	CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters
BioM-BERT	-	BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA
SciBert (Finetune)	-	SciBERT: A Pretrained Language Model for Scientific Text
SciBERT (Base Vocab)	-	SciBERT: A Pretrained Language Model for Scientific Text
ELECTRAMed	-	ELECTRAMed: a new pre-trained language representation model for biomedical NLP
PubMedBERT uncased	77.24	Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing
SciFive Large	-	SciFive: a text-to-text transformer model for biomedical literature
BioLinkBERT (large)	79.98	LinkBERT: Pretraining Language Models with Document Links
KeBioLM	-	Improving Biomedical Pretrained Language Models with Knowledge
BioMegatron	-	BioMegatron: Larger Biomedical Domain Language Model
BioT5X (base)	-	SciFive: a text-to-text transformer model for biomedical literature
BioBERT	-	BioBERT: a pre-trained biomedical language representation model for biomedical text mining
NCBI_BERT(large) (P)	-	Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

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Relation Extraction On Chemprot | SOTA | HyperAI超神経