HyperAI超神経

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Representation Learning On Scidocs

評価指標

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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
SciNCL	81.8	Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
SPECTER	80.0	SPECTER: Document-level Representation Learning using Citation-informed Transformers
Citeomatic	76.0	SPECTER: Document-level Representation Learning using Citation-informed Transformers
Sci-DeCLUTR	66.6	Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
SciBERT	59.6	SPECTER: Document-level Representation Learning using Citation-informed Transformers
BioBERT	58.8	BioBERT: a pre-trained biomedical language representation model for biomedical text mining
CiteBERT	58.8	Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings

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Representation Learning On Scidocs | SOTA | HyperAI超神経