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While the potential of Open Information Extraction (Open IE) for Knowledge Graph Construction (KGC) may seem promising, we find that the alignment of Open IE extraction results with existing knowledge graphs to be inadequate.
RDF primer
Frank Manola, Eric Miller, Brian McBride, et al. 2004 · 2004
Earlier work this paper cites.
Linked data: The story so far
Christian Bizer, Tom Heath, and Tim Berners-Lee. 2011 · 2011
Earlier work this paper cites.
Wikidata: a free collaborative knowledgebase
Denny Vrandečić and Markus Krötzsch. 2014 · 2014
Earlier work this paper cites.
T-REx: A large scale alignment of natural language with knowledge base triples
Hady Elsahar, Pavlos Vougiouklis, Arslen Remaci, Christophe Gravier, Jonathon Hare, Frederique Laforest, and Elena Simperl. 2018 · 2018
Earlier work this paper cites.
Supervised open information extraction
Gabriel Stanovsky, Julian Michael, Luke Zettlemoyer, and Ido Dagan. 2018 · 2018
Earlier work this paper cites.
CaRB: A crowdsourced benchmark for open IE
Sangnie Bhardwaj, Samarth Aggarwal, and Mausam Mausam. 2019 · 2019
Cited alongside, same era.
A survey of relation extraction of knowledge graphs
Aoran Li, Xinmeng Wang, Wenhuan Wang, Anman Zhang, and Bohan Li. 2019 · 2019
Cited alongside, same era.
Kensho Derived Wikimedia Dataset
Gabriel Altay. 2020 · 2020
Cited alongside, same era.
Open information extraction for knowledge graph construction
Iqra Muhammad, Anna Kearney, Carrol Gamble, Frans Coenen, and Paula Williamson. 2020 · 2020
Cited alongside, same era.
Knowledge graph based synthetic corpus generation for knowledge-enhanced language model pre-training
Oshin Agarwal, Heming Ge, Siamak Shakeri, and Rami Al-Rfou. 2021 · 2021
Later among the works it cites.
Information extraction pipelines for knowledge graphs
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Andreas Both, and Sören Auer. 2023 · 2023
Closest in time.
OpenAI. 2023 · 2023
Closest in time.
Stanford alpaca: An instruction-following llama model
Rohan Taori, Ishaan Gulrajani, Tianyi Zhang, Yann Dubois, Xuechen Li, Carlos Guestrin, Percy Liang, and Tatsunori B. Hashimoto. 2023 · 2023
Closest in time.
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