Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field

Benchmark Model Rank Results
entity-typing-on-open-entityPrompt + NPCRF (replicated by Adaseq)#3F1: 50.1
entity-typing-on-open-entityPrompt Learning (replicated by Adaseq))#5F1: 49.3
entity-typing-on-open-entityRoBERTa-Large + NPCRF (replicated by Adaseq)#7F1: 47.3
entity-typing-on-open-entityRoBERTa-Large (replicated by Adaseq)#9F1: 43.8