Commonsense Knowledge Graphs is a structured representation of everyday human knowledge organized as a graph, where nodes denote concepts or entities and edges represent commonsense relationships, enabling machines to reason about typical, implicit, and context-dependent facts not explicitly stated in text.
124
Publications
7.2K
Citations
431
Authors
114
Institutions
Publications per year
2017–2026
113
Variants
Commonsense Knowledge Graph
Parents
Publications
124
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
Antoine Bosselut, Hannah Rashkin, Maarten Sap et al. · 2019 · 865 citations · Full text
Commonsense Knowledge Aware Conversation Generation with Graph Attention
Hao Zhou, Tom Young, Minlie Huang et al. · 2018 · 522 citations · Full text
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning
Bill Yuchen Lin, Xinyue Chen, Jamin Chen et al. · 2019 · 479 citations · Full text
Scene Graph Generation With External Knowledge and Image Reconstruction
Jiuxiang Gu, Handong Zhao, Zhe Lin et al. · 2019 · 330 citations · Full text
(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs
Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras et al. · 2021 · 285 citations
1–5 of 124
Authors
431
- YC
12
h-index
- AB
11
h-index
- CB
6
h-index
- RL
6
h-index
- CMChaitanya Malaviya
Allen Institute for Artificial Intelligence, United States
5 publications · 1.1K citations
5
h-index
1–5 of 431
Institutions
114
University of Washington
Seattle, United States
9 h-index
12 publications
868 citations
Microsoft (United States)
Redmond, United States
6 h-index
18 publications
708 citations
Allen Institute
Seattle, United States
6 h-index
28 publications
2.9K citations
Tsinghua University
Beijing, China
6 h-index
17 publications
2.5K citations
Stanford University
Stanford, United States
5 h-index
5 publications
451 citations
Tianjin University
Tianjin, China
5 h-index
23 publications
733 citations
Harbin Institute of Technology
Harbin, China
5 h-index
16 publications
477 citations
University of California, Los Angeles
Los Angeles, United States
4 h-index
8 publications
192 citations
1–8 of 114
Venues
- Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 14 publications · 629 citations
13
h-index
- arXiv (Cornell University)
Repository · 22 publications · 515 citations
13
h-index
- Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
Conference · 4 publications · 88 citations
4
h-index
- Expert Systems with Applications
2 publications · 58 citations
2
h-index
- IEEE Intelligent Systems
2 publications · 109 citations
2
h-index
1–5