Mennatallah El-Assady
Orcid: 0000-0001-8526-2613Affiliations:
- ETH Zurich, Switzerland
According to our database1,
Mennatallah El-Assady
authored at least 94 papers
between 2015 and 2024.
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Bibliography
2024
A Heuristic Approach for Dual Expert/End-User Evaluation of Guidance in Visual Analytics.
IEEE Trans. Vis. Comput. Graph., January, 2024
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation.
CoRR, 2024
2023
<i>MediCoSpace</i>: Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs.
ACM Trans. Manag. Inf. Syst., June, 2023
Doom or Deliciousness: Challenges and Opportunities for Visualization in the Age of Generative Models.
Comput. Graph. Forum, June, 2023
Comput. Graph. Forum, June, 2023
IEEE Trans. Vis. Comput. Graph., 2023
IEEE Trans. Vis. Comput. Graph., 2023
ACM Trans. Interact. Intell. Syst., 2023
Visualization and the Humanities: Towards a Shared Research Agenda (Dagstuhl Seminar 23381).
Dagstuhl Reports, 2023
CoRR, 2023
Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges.
CoRR, 2023
CoRR, 2023
RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback.
CoRR, 2023
Visual Explanations with Attributions and Counterfactuals on Time Series Classification.
CoRR, 2023
Explore, Compare, and Predict Investment Opportunities through What-If Analysis: US Housing Market Investigation.
Proceedings of the 16th International Symposium on Visual Information Communication and Interaction, 2023
Proceedings of the Workshop on Visual Analytics in Healthcare, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023
Proceedings of the Annual International Conference of the Alliance of Digital Humanities Organizations, 2023
Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023
2022
IEEE Trans. Vis. Comput. Graph., 2022
VisInReport: Complementing Visual Discourse Analytics Through Personalized Insight Reports.
IEEE Trans. Vis. Comput. Graph., 2022
BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning.
CoRR, 2022
Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language.
CoRR, 2022
From Correlation to Causation: Formalizing Interpretable Machine Learning as a Statistical Process.
CoRR, 2022
Humans are not Boltzmann Distributions: Challenges and Opportunities for Modelling Human Feedback and Interaction in Reinforcement Learning.
CoRR, 2022
LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores.
Comput. Graph. Forum, 2022
Comput. Graph. Forum, 2022
Comput. Graph. Forum, 2022
Which Biases and Reasoning Pitfalls Do Explanations Trigger? Decomposing Communication Processes in Human-AI Interaction.
IEEE Computer Graphics and Applications, 2022
How Effective are Uni- and Multivariate Typographic Encodings? Studying the Usage of FontWeight, Oblique Angle, and Spacing.
Proceedings of the 24th Eurographics Conference on Visualization, 2022
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
2021
IEEE Trans. Vis. Comput. Graph., 2021
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling.
ACM Trans. Interact. Intell. Syst., 2021
Communication Analysis through Visual Analytics: Current Practices, Challenges, and New Frontiers.
CoRR, 2021
Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement.
Comput. Graph. Forum, 2021
Comput. Graph. Forum, 2021
CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling.
Comput. Graph. Forum, 2021
IEEE Computer Graphics and Applications, 2021
IEEE Computer Graphics and Applications, 2021
Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration.
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning.
IEEE Trans. Vis. Comput. Graph., 2020
Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections.
IEEE Trans. Vis. Comput. Graph., 2020
An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks.
CoRR, 2020
CoRR, 2020
Comput. Graph. Forum, 2020
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
DataShiftExplorer: Visualizing and Comparing Change in Multidimensional Data for Supervised Learning.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the 11th International EuroVis Workshop on Visual Analytics, 2020
Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
IEEE Trans. Vis. Comput. Graph., 2019
Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution.
IEEE Trans. Vis. Comput. Graph., 2019
H-Matrix: Hierarchical Matrix for Visual Analysis of Cross-Linguistic Features in Large Learner Corpora.
Proceedings of the 30th IEEE Visualization Conference, 2019
Proceedings of the 10th International EuroVis Workshop on Visual Analytics, 2019
Proceedings of the 14th IEEE Conference on Visual Analytics Science and Technology, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Breaking the Curse of Visual Analytics: Accommodating Virtual Reality in the Visualization Pipeline.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2019
Proceedings of the ACM Symposium on Document Engineering 2019, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
IEEE Trans. Vis. Comput. Graph., 2018
ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics.
Comput. Graph. Forum, 2018
IEEE Computer Graphics and Applications, 2018
Proceedings of the 20th Eurographics Conference on Visualization, 2018
Proceedings of the ACM Symposium on Document Engineering 2018, 2018
Proceedings of the Computational Models of Argument, 2018
LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results.
Proceedings of the 2018 International Symposium on Big Data Visual and Immersive Analytics, 2018
2017
Digit. Scholarsh. Humanit., 2017
Comput. Graph. Forum, 2017
Proceedings of the 8th International EuroVis Workshop on Visual Analytics, 2017
Proceedings of the 19th Eurographics Conference on Visualization, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Comput. Graph. Forum, 2016
Proceedings of the 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2016
Proceedings of the Sixth Workshop on Beyond Time and Errors on Novel Evaluation Methods for Visualization, 2016
2015
Proceedings of the 17th Eurographics Conference on Visualization, 2015