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المنصة
الرئيسية
SOTA
استخراج المعلومات المفتوح
Open Information Extraction On Oie2016
Open Information Extraction On Oie2016
المقاييس
F1
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
F1
Paper Title
DeepEx (zero-shot)
72.6
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation
DeepStruct multi-task w/ finetune
71.3
DeepStruct: Pretraining of Language Models for Structure Prediction
Deepstruct multi-task
71.2
DeepStruct: Pretraining of Language Models for Structure Prediction
SpanOIE [48]
69.4
A Survey on Neural Open Information Extraction: Current Status and Future Directions
SpanOIE
68.65
Span Model for Open Information Extraction on Accurate Corpus
LLaMA-2-70B w/ Selected Demo & Uncertainty
65.8
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty
GPT-3.5-Turbo w/ Selected Demo & Uncertainty
65.1
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty
RnnOIE [36]
62
A Survey on Neural Open Information Extraction: Current Status and Future Directions
OpenIE4 [26]
60
A Survey on Neural Open Information Extraction: Current Status and Future Directions
ClausIE [9]
59
A Survey on Neural Open Information Extraction: Current Status and Future Directions
LLaMA-2-13B w/ Selected Demo & Uncertainty
36.9
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty
Deepstruct zero-shot
28.1
DeepStruct: Pretraining of Language Models for Structure Prediction
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