Query2Particles: Knowledge Graph Reasoning with Particle Embeddings

Freebase: a collaboratively created graph database for structuring human knowledge

Kurt Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, and Jamie Taylor. 2008 · 2008

Earlier work this paper cites.

Dbpedia-a crystallization point for the web of data

Christian Bizer, Jens Lehmann, Georgi Kobilarov, Sören Auer, Christian Becker, Richard Cyganiak, and Sebastian Hellmann. 2009 · 2009

Earlier work this paper cites.

Toward an architecture for never-ending language learning

Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam R Hruschka, and Tom M Mitchell. 2010 · 2010

Earlier work this paper cites.

Translating embeddings for modeling multi-relational data

Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013 · 2013

Earlier work this paper cites.

Empirical evaluation of gated recurrent neural networks on sequence modeling

Junyoung Chung, Caglar Gulcehre, Kyunghyun Cho, and Yoshua Bengio. 2014 · 2014

Earlier work this paper cites.

Knowledge graph embedding by translating on hyperplanes

Zhen Wang, Jianwen Zhang, Jianlin Feng, and Zheng Chen. 2014 · 2014

Earlier work this paper cites.

Knowledge base completion via search-based question answering

Robert West, Evgeniy Gabrilovich, Kevin Murphy, Shaohua Sun, Rahul Gupta, and Dekang Lin. 2014 · 2014

Earlier work this paper cites.

Observed versus latent features for knowledge base and text inference

Kristina Toutanova and Danqi Chen. 2015 · 2015

Earlier work this paper cites.

Jointly embedding knowledge graphs and logical rules

Shu Guo, Quan Wang, Lihong Wang, Bin Wang, and Li Guo. 2016 · 2016

Earlier work this paper cites.

Knowledge representation learning: a review

Zhiyuan Liu, Maosong Sun, Yankai Lin, and Ruobing Xie. 2016 · 2016

Cited alongside, same era.

Attention is all you need

Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin. 2017 · 2017

Cited alongside, same era.

Deeppath: A reinforcement learning method for knowledge graph reasoning

Wenhan Xiong, Thien Hoang, and William Yang Wang. 2017 · 2017

Cited alongside, same era.

Convolutional 2d knowledge graph embeddings

Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, and Sebastian Riedel. 2018 · 2018

Cited alongside, same era.

Knowledge graph embedding with iterative guidance from soft rules

Shu Guo, Quan Wang, Lihong Wang, Bin Wang, and Li Guo. 2018 · 2018

Cited alongside, same era.

Embedding logical queries on knowledge graphs

Will Hamilton, Payal Bajaj, Marinka Zitnik, Dan Jurafsky, and Jure Leskovec. 2018 · 2018

Embedding uncertain knowledge graphs

Xuelu Chen, Muhao Chen, Weijia Shi, Yizhou Sun, and Carlo Zaniolo. 2019 · 2019

Later among the works it cites.

Complex query answering with neural link predictors

Erik Arakelyan, Daniel Daza, Pasquale Minervini, and Michael Cochez. 2020 · 2020

Later among the works it cites.

A review: Knowledge reasoning over knowledge graph

Xiaojun Chen, Shengbin Jia, and Yang Xiang. 2020 · 2020

Later among the works it cites.

Query2box: Reasoning over knowledge graphs in vector space using box embeddings

Hongyu Ren, Weihua Hu, and Jure Leskovec. 2020 · 2020

Later among the works it cites.

Beta embeddings for multi-hop logical reasoning in knowledge graphs

Hongyu Ren and Jure Leskovec. 2020 · 2020

Later among the works it cites.

Faithful embeddings for knowledge base queries

Haitian Sun, Andrew Arnold, Tania Bedrax Weiss, Fernando Pereira, and William W Cohen. 2020 · 2020