Showing 2024Show all
3 papers · 1 filter
cs.AI2024
Knowledge Graphs of Driving Scenes to Empower the Emerging Capabilities of Neurosymbolic AI
Ruwan Wickramarachchi, Cory Henson, Amit Sheth
In the era of Generative AI, Neurosymbolic AI is emerging as a powerful approach for tasks spanning from perception to cognition. The use of Neurosymbolic AI has been shown to achi…
cs.AI2024
Influence of Backdoor Paths on Causal Link Prediction
Utkarshani Jaimini, Cory Henson, Amit Sheth
The current method for predicting causal links in knowledge graphs uses weighted causal relations. For a given link between cause-effect entities, the presence of a confounder affe…
cs.AI2024
HyperCausalLP: Causal Link Prediction using Hyper-Relational Knowledge Graph
Utkarshani Jaimini, Cory Henson, Amit Sheth
Causal networks are often incomplete with missing causal links. This is due to various issues, such as missing observation data. Recent approaches to the issue of incomplete causal…