920 citations · 2k across the 70 of their papers we have counts for
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cs.CL2022★ 1 cited
Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa
Tarun Garg, Kaushik Roy, Amit Sheth
Knowledge Graphs are a great resource to capture semantic knowledge in terms of entities and relationships between the entities. However, current deep learning models takes as inpu…
cs.AI2022★ 13 cited
Knowledge-based Entity Prediction for Improved Machine Perception in Autonomous Systems
Ruwan Wickramarachchi, Cory Henson, Amit Sheth
Knowledge-based entity prediction (KEP) is a novel task that aims to improve machine perception in autonomous systems. KEP leverages relational knowledge from heterogeneous sources…
cs.AI2022
CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning
Utkarshani Jaimini, Amit Sheth
Humans use causality and hypothetical retrospection in their daily decision-making, planning, and understanding of life events. The human mind, while retrospecting a given situatio…