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SotA/Natural Language Processing/Open Information Extraction

Open Information Extraction

42 benchmarks207 papers

In natural language processing, open information extraction is the task of generating a structured, machine-readable representation of the information in text, usually in the form of triples or n-ary propositions (Source: Wikipedia).

Benchmarks

Open Information Extraction on CaRB

F1

Open Information Extraction on WiRe57

F1

Open Information Extraction on OIE2016

F1AUC

Open Information Extraction on BenchIE

PrecisionF1Recall

Open Information Extraction on LSOIE-wiki

F1

Open Information Extraction on LSOIE

F1

Open Information Extraction on ACE2005

Argument ClTrigger ClArgument IdTrigger Id

Open Information Extraction on NYT

F1AUC

Open Information Extraction on Penn Treebank

F1AUC

Open Information Extraction on Web

F1AUC

Open Information Extraction on DocOIE-healthcare

F1

Open Information Extraction on DocOIE-transportation

F1

Open Information Extraction on GENIA

F1

Open Information Extraction on CaRB OIE benchmark (Greek Use-case)

F1

Open Information Extraction on Cancer Genetics 2013 (CG)

F1

Open Information Extraction on CoNLL 2003

AUCAccuracyF1PrecisionRecall

Open Information Extraction on Epigenetics and Post-translational Modifications 2011 (EPI)

F1

Open Information Extraction on GENIA 2013

F1

Open Information Extraction on InLegalNER

F1 score

Open Information Extraction on Infectious Diseases 2011 (ID)

F1

Open Information Extraction on Multi-Level Event Extraction (MLEE)

F1

Open Information Extraction on OpenIE

EN-F1EN-AUC

Open Information Extraction on Pathway Curation 2013 (PC)

F1

Open Information Extraction on SuperMat

F1PrecisionRecall

Open Information Extraction on The EMBO SourceData-NLP dataset

F1 Micro

Open Information Extraction on ^(#$!@#$)(()))******

0L