OpenCodePapers

representation-learning-on-scidocs

Representation Learning
Dataset Link
Results over time
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Leaderboard
PaperCodeAvg.ModelNameReleaseDate
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings✓ Link81.8SciNCL2022-02-14
SPECTER: Document-level Representation Learning using Citation-informed Transformers✓ Link80.0SPECTER2020-04-15
SPECTER: Document-level Representation Learning using Citation-informed Transformers✓ Link76.0Citeomatic2020-04-15
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings✓ Link66.6Sci-DeCLUTR2022-02-14
SPECTER: Document-level Representation Learning using Citation-informed Transformers✓ Link59.6SciBERT2020-04-15
BioBERT: a pre-trained biomedical language representation model for biomedical text mining✓ Link58.8BioBERT2019-01-25
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings✓ Link58.8CiteBERT2022-02-14