Zero-Shot Information Extraction as a Unified Text-to-Triple Translation

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Benchmark Model Rank Results
open-information-extraction-on-nytDeepEx (zero-shot)#4F1: 85.5AUC: 72.5
open-information-extraction-on-oie2016DeepEx (zero-shot)#1F1: 72.6AUC: 58.6
open-information-extraction-on-penn-treebankDeepEx (zero-shot)#4F1: 88.5AUC: 81.5
open-information-extraction-on-webDeepEx (zero-shot)#4F1: 91.2AUC: 82.4
relation-classification-on-fewrel-1DeepEx (zero-shot top-1)#4F1: 48.8
relation-classification-on-fewrel-1DeepEx (zero-shot top-10)#5F1: 92.9
relation-classification-on-tacred-1DeepEx (zero-shot top-1)#2F1: 49.2
relation-classification-on-tacred-1DeepEx (zero-shot top-10)#16F1: 76.4

Rank counts only results with a code link.