El-Assady, Mennatallah
- Automatic Generation of Socratic Subquestions for Teaching Math Word Problems
2022/11/23 by Shridhar, Kumar, Macina, Jakub, El-Assady, Mennatallah +3 · 3 citations
#Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Lotse: A Practical Framework for Guidance in Visual Analytics
2022/08/08 by Fabian Sperrle, Sperrle, Fabian, Davide Ceneda +3 · 3 citations
Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Interactive and Immersive Displays #Usability and User Interface Design
- Humans are not Boltzmann Distributions: Challenges and Opportunities for Modelling Human Feedback and Interaction in Reinforcement Learning
2022/06/27 by David Lindner, Mennatallah El‐Assady, Lindner, David +1 · 2 citations
Computer Science · Decision Sciences · Psychology · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Innovation Diffusion and Forecasting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mental Health Research Topics #Reinforcement Learning in Robotics
- Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges
2023/10/17 by Spinner, Thilo, Kehlbeck, Rebecca, Sevastjanova, Rita +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.5.2 #Human-Computer Interaction (cs.HC) #I.2.7
- A Diachronic Perspective on User Trust in AI under Uncertainty
2023/10/20 by Dhuliawala, Shehzaad, Zouhar, Vilém, El-Assady, Mennatallah +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Visual Comparison of Language Model Adaptation
2022/08/17 by Sevastjanova, Rita, Cakmak, Eren, Ravfogel, Shauli +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- PowerGraph: A power grid benchmark dataset for graph neural networks
2024/02/05 by Varbella, Anna, Amara, Kenza, Gjorgiev, Blazhe +2 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics
2024/09/25 by Lukas Klein, Carsten T. Lüth, Klein, Lukas +9 · 1 voice · 2 citations
#cs.CV
- SyntaxShap: Syntax-aware Explainability Method for Text Generation
2024/02/14 by Kenza Amara, Rita Sevastjanova, Amara, Kenza +3 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Characterizing Uncertainty in the Visual Text Analysis Pipeline
2022/09/22 by Pantea Haghighatkhah, Haghighatkhah, Pantea, Mennatallah El‐Assady +11 · 1 citation
Computer Science · #Data Visualization and Analytics #Video Analysis and Summarization
- Reward Learning from Multiple Feedback Types
2025/02/28 by Metz, Yannick, Geiszl, András, Baur, Raphaël +1 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals
2023/06/21 by Chan, Robin, Amini, Afra, El-Assady, Mennatallah · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks
2020/12/08 by Udo Schlegel, Schlegel, Udo, Daniela Oelke +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance
2024/07/24 by Narechania, Arpit, Odak, Kaustubh, El-Assady, Mennatallah +1 · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Visual Explanations with Attributions and Counterfactuals on Time Series Classification
2023/07/14 by Udo Schlegel, Schlegel, Udo, Daniela Oelke +5 · 1 citation
Computer Science · Environmental Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Species Distribution and Climate Change #Time Series Analysis and Forecasting
- Mapping out the Space of Human Feedback for Reinforcement Learning: A Conceptual Framework
2024/11/18 by Yannick Metz, Metz, Yannick, David Lindner +5 · 1 citation
Decision Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- iToT: An Interactive System for Customized Tree-of-Thought Generation
2024/08/31 by Boyle, Alan, Gupta, Isha, Hönig, Sebastian +4 · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Deconstructing Human-AI Collaboration: Agency, Interaction, and Adaptation
2024/04/18 by Holter, Steffen, El-Assady, Mennatallah · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)