A curated collection of research on knowledge graphs
HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding. EMNLP 2018. Dasgupta, Shib Sankar, Swayambhu Nath Ray, and Partha Talukdar. [Paper] [Code] [Note]
Learning Sequence Encoders for Temporal Knowledge Graph Completion. EMNLP 2018. Garcia-Duran, Alberto and Dumančić, Sebastijan and Niepert, Mathias. [Paper] [Code]
Towards time-aware knowledge graph completion. COLING 2016. Jiang, Tingsong and Liu, Tianyu and Ge, Tao and Sha, Lei and Chang, Baobao and Li, Sujian and Sui, Zhifang. [Paper]
Deriving validity time in knowledge graph. WWW Workshop 2018. Leblay, Julien and Chekol, Melisachew Wudage. [Paper]
Recurrent Event Network for Reasoning over Temporal Knowledge Graphs. ICLR 2019 Workshop. Jin, Woojeong and Zhang, Changlin and Szekely, Pedro and Ren, Xiang. [Paper] [Code]
Encoding temporal information for time-aware link prediction. EMNLP 2016. Jiang, Tingsong and Liu, Tianyu and Ge, Tao and Sha, Lei and Li, Sujian and Chang, Baobao and Sui, Zhifang. [Paper]
Predicting the co-evolution of event and knowledge graphs. FUSION 2016. Estóeban, Cristobal and Tresp, Volker and Yang, Yinchong and Baier, Stephan and Krompaß, Denis. [Paper]
Know-evolve: Deep temporal reasoning for dynamic knowledge graphs. ICML 2017. Trivedi, Rakshit and Dai, Hanjun and Wang, Yichen and Song, Le. [Paper]
Acquiring temporal constraints between relations. CIKM 2012. Talukdar, Partha Pratim and Wijaya, Derry and Mitchell, Tom. [Paper]
Coupled temporal scoping of relational facts. WSDM 2012. Talukdar, Partha Pratim and Wijaya, Derry and Mitchell, Tom. [Paper]
Dense event ordering with a multi-pass architecture. TACL 2014. Chambers, Nathanael and Cassidy, Taylor and McDowell, Bill and Bethard, Steven. [Paper]