OpenCodePapers

open-information-extraction-on-oie2016

Open Information Extraction
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PaperCodeF1AUCModelNameReleaseDate
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation✓ Link72.658.6DeepEx (zero-shot)2021-09-23
DeepStruct: Pretraining of Language Models for Structure Prediction✓ Link71.3DeepStruct multi-task w/ finetune2022-05-21
DeepStruct: Pretraining of Language Models for Structure Prediction✓ Link71.2Deepstruct multi-task2022-05-21
A Survey on Neural Open Information Extraction: Current Status and Future Directions69.4SpanOIE [48]2022-05-24
Span Model for Open Information Extraction on Accurate Corpus✓ Link68.65SpanOIE2019-01-30
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty65.8LLaMA-2-70B w/ Selected Demo & Uncertainty2023-09-07
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty65.1GPT-3.5-Turbo w/ Selected Demo & Uncertainty2023-09-07
A Survey on Neural Open Information Extraction: Current Status and Future Directions62RnnOIE [36]2022-05-24
A Survey on Neural Open Information Extraction: Current Status and Future Directions60OpenIE4 [26]2022-05-24
A Survey on Neural Open Information Extraction: Current Status and Future Directions59ClausIE [9]2022-05-24
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty36.9LLaMA-2-13B w/ Selected Demo & Uncertainty2023-09-07
DeepStruct: Pretraining of Language Models for Structure Prediction✓ Link28.1Deepstruct zero-shot2022-05-21
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