OpenCodePapers

entity-typing-on-open-entity-1

Entity Typing
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PaperCodeF1ModelNameReleaseDate
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention✓ Link78.2MLMET2020-10-02
Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing✓ Link52.1MCCE-B (replicated by Adaseq)2022-12-18
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field✓ Link50.1Prompt + NPCRF (replicated by Adaseq)2022-12-03
Unified Semantic Typing with Meaningful Label Inference✓ Link49.9UniST-Large2022-05-04
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field✓ Link49.3Prompt Learning (replicated by Adaseq)）2022-12-03
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model✓ Link49.1MLMET2021-06-08
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field✓ Link47.3RoBERTa-Large + NPCRF (replicated by Adaseq)2022-12-03
Fine-grained Entity Typing via Label Reasoning45.4LRN2021-09-13
Modeling Fine-Grained Entity Types with Box Embeddings✓ Link44.8Box4Type2021-01-02
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field✓ Link43.8RoBERTa-Large (replicated by Adaseq)2022-12-03
Learning to Denoise Distantly-Labeled Data for Entity Typing✓ Link40.1LDET2019-05-04
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing✓ Link36.9LabelGCN2019-03-06
Ultra-Fine Entity Typing✓ Link31.3UFET-biLSTM2018-07-13
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