Mennatallah El-​Assady

Mennatallah El-Assady is an Assistant Professor in the Department of Computer Science at ETH Zurich. Her research focuses on human-AI collaboration, intelligence augmentation, visual analytics, information visualization, computational linguistics, and digital humanities. She is affiliated with the ETH AI Center and contributes to interdisciplinary work at the intersection of technology and human-centric systems. Her profile page provides further details on her research and academic activities.

Mennatallah El-Assady is a researcher at ETH Zürich focusing on Visualization, Intelligence Augmentation, Explainable AI, Interactive Machine Learning, and NLP. His work develops frameworks for interactive and explainable machine learning, such as explAIner, and explores rigorous evaluation methods for XAI on time series. He investigates quality metrics for information visualization and bridges text visualization with mining through task-driven approaches. His research also includes visual analytics for topic model optimization and the role of interactive visualization in fostering trust in AI. El-Assady emphasizes human-centered evaluations and explores challenges in visualization with generative models.