most citedA Contextualized BERT model for Knowledge Graph Completion

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cs.LG2025

Evaluating Cumulative Spectral Gradient as a Complexity Measure

Haji Gul, Abdul Ghani Naim, Ajaz Ahmad Bhat

Accurate estimation of dataset complexity is crucial for evaluating and comparing link prediction models for knowledge graphs (KGs). The Cumulative Spectral Gradient (CSG) metric d…

cs.LG2025

Evaluating Knowledge Graph Complexity via Semantic, Spectral, and Structural Metrics for Link Prediction

Haji Gul, Abul Ghani Naim, Ajaz Ahmad Bhat

Understanding dataset complexity is fundamental to evaluating and comparing link prediction models on knowledge graphs (KGs). While the Cumulative Spectral Gradient (CSG) metric, d…