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SOTA
Entity Typing
Entity Typing On Open Entity 1
Entity Typing On Open Entity 1
評価指標
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
Columns
モデル名
F1
Paper Title
Repository
MLMET
49.1
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model
LRN
45.4
Fine-grained Entity Typing via Label Reasoning
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LDET
40.1
Learning to Denoise Distantly-Labeled Data for Entity Typing
RoBERTa-Large + NPCRF (replicated by Adaseq)
47.3
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field
Prompt + NPCRF (replicated by Adaseq)
50.1
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field
LabelGCN
36.9
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing
UFET-biLSTM
31.3
Ultra-Fine Entity Typing
Box4Type
44.8
Modeling Fine-Grained Entity Types with Box Embeddings
UniST-Large
49.9
Unified Semantic Typing with Meaningful Label Inference
MCCE-B (replicated by Adaseq)
52.1
Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing
MLMET
78.2
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention
RoBERTa-Large (replicated by Adaseq)
43.8
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field
Prompt Learning (replicated by Adaseq))
49.3
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field
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