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Open Information Extraction
Open Information Extraction On Oie2016
Open Information Extraction On Oie2016
Metrics
F1
Results
Performance results of various models on this benchmark
Columns
Model Name
F1
Paper Title
Repository
LLaMA-2-70B w/ Selected Demo & Uncertainty
65.8
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
-
ClausIE [9]
59
A Survey on Neural Open Information Extraction: Current Status and Future Directions
-
DeepEx (zero-shot)
72.6
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation
SpanOIE
68.65
Span Model for Open Information Extraction on Accurate Corpus
Deepstruct zero-shot
28.1
DeepStruct: Pretraining of Language Models for Structure Prediction
GPT-3.5-Turbo w/ Selected Demo & Uncertainty
65.1
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty
-
DeepStruct multi-task w/ finetune
71.3
DeepStruct: Pretraining of Language Models for Structure Prediction
LLaMA-2-13B w/ Selected Demo & Uncertainty
36.9
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty
-
Deepstruct multi-task
71.2
DeepStruct: Pretraining of Language Models for Structure Prediction
OpenIE4 [26]
60
A Survey on Neural Open Information Extraction: Current Status and Future Directions
-
SpanOIE [48]
69.4
A Survey on Neural Open Information Extraction: Current Status and Future Directions
-
0 of 12 row(s) selected.
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