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Kenza Amara

11 papers hereh-index 7241 citations14 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author7
  • middle author4

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.LG3
  • cs.AI2
  • cs.CV2
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedGraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks

27 citations · 38 across the 11 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2024★ 1 cited

Why context matters in VQA and Reasoning: Semantic interventions for VLM input modalities

Kenza Amara, Lukas Klein, Carsten Lüth +3

The various limitations of Generative AI, such as hallucinations and model failures, have made it crucial to understand the role of different modalities in Visual Language Model (V…

cs.AI2023

GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations

Kenza Amara, Mennatallah El-Assady, Rex Ying

Diverse explainability methods of graph neural networks (GNN) have recently been developed to highlight the edges and nodes in the graph that contribute the most to the model predi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.