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Kenza Amara

2 accepted papers

2024

PowerGraph: A power grid benchmark dataset for graph neural networks

NeurIPS 2024poster

Power grids are critical infrastructures of paramount importance to modern society and, therefore, engineered to operate under diverse conditions and failures. The ongoing energy transition poses new challenges for the decision-makers and system operators. Therefore, we must develop grid analysis al…

Cited by 6SourcePDFScholar
2024

SyntaxShap: Syntax-aware Explainability Method for Text Generation

ACL 2024findings

To harness the power of large language models in safety-critical domains, we need to ensure the explainability of their predictions. However, despite the significant attention to model interpretability, there remains an unexplored domain in explaining sequence-to-sequence tasks using methods tailore…