Mennatallah El-Assady

173 papers A* 10A 3B 3C 2Journal 112Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A unified intelligence-augmented framework for building audits via physical and virtual inspection. Expert Syst. Appl. Pei-Yu Wu, Mennatallah El-Assady, Catherine De Wolf
2026	J	`jnl`	MAVRL: Learning Reward Functions from Multiple Feedback Types with Amortized Variational Inference. CoRR Raphaël Baur, Yannick Metz, Maria Gkoulta, Mennatallah El-Assady, Giorgia Ramponi, Thomas Kleine Buening
2026	A*	`conf`	PleaSQLarify: Visual Pragmatic Repair for Natural Language Database Querying. CHI Robin Shing Moon Chan, Rita Sevastjanova, Mennatallah El-Assady
2026	J	`jnl`	PleaSQLarify: Visual Pragmatic Repair for Natural Language Database Querying. CoRR Robin Shing Moon Chan, Rita Sevastjanova, Mennatallah El-Assady
2026	J	`jnl`	Process Supervision for Chain-of-Thought Reasoning via Monte Carlo Net Information Gain. CoRR Corentin Royer, Debarun Bhattacharjya, Gaetano Rossiello, Andrea Giovannini, Mennatallah El-Assady
2026	A	`conf`	StepMIND: A Visual Framework for Stepwise, Multimodal, and Bidirectional Explanations of AI-Generated Data Analysis Pipeline. IUI Yang Wu, Yao Wan, Mennatallah El-Assady, April Yi Wang
2026	J	`jnl`	Toward Agency in Human-AI Collaboration. IEEE Computer Graphics and Applications Steffen Holter, Caterina Moruzzi, Mennatallah El-Assady
2026	J	`jnl`	Understanding Large Language Model Behaviors Through Interactive Counterfactual Generation and Analysis. IEEE Trans. Vis. Comput. Graph. Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady
2026	J	`jnl`	VACP: Visual Analytics Context Protocol. CoRR Tobias Stähle, Péter Ferenc Gyarmati, Thilo Spinner, Rita Sevastjanova, Dominik Moritz, Mennatallah El-Assady
2025	J	`jnl`	2024 VGTC Visualization Significant New Researcher Award. IEEE Trans. Vis. Comput. Graph. Dominik Moritz, Mennatallah El-Assady
2025	J	`jnl`	A Design Space for Intelligent Agents in Mixed-Initiative Visual Analytics. CoRR Tobias Stähle, Matthijs Jansen op de Haar, Sophia Boyer, Rita Sevastjanova, Arpit Narechania, Mennatallah El-Assady
2025	A	`conf`	A Design Space for Intelligent Dialogue Augmentation. IUI Robin Shing Moon Chan, Anne Marx, Alison Kim, Mennatallah El-Assady
2025	J	`jnl`	A Wizard of Oz Study of Guidance Strategies and Dynamics. IEEE Trans. Vis. Comput. Graph. Fabian Sperrle, Mennatallah El-Assady, Alessio Arleo, Davide Ceneda
2025	J	`jnl`	An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization. IEEE Trans. Vis. Comput. Graph. Alexandra Diehl, Alfie Abdul-Rahman, Benjamin Bach, Mennatallah El-Assady, Matthias Kraus, Robert S. Laramee, Daniel A. Keim, Min Chen
2025	J	`jnl`	Beyond Quantification: Navigating Uncertainty in Professional AI Systems. CoRR Sylvie Delacroix, Diana Robinson, Umang Bhatt, Jacopo Domenicucci, Jessica Montgomery, Gaël Varoquaux, Carl Henrik Ek, Vincent Fortuin, Yulan He, Tom Diethe, Neill W. Campbell, Mennatallah El-Assady, Søren Hauberg, Ivana Dusparic, Neil D. Lawrence
2025	—	`conf`	CafGa: Customizing Feature Attributions to Explain Language Models. EMNLP (System Demonstrations) Alan Boyle, Furui Cheng, Vilém Zouhar, Mennatallah El-Assady
2025	J	`jnl`	CafGa: Customizing Feature Attributions to Explain Language Models. CoRR Alan Boyle, Furui Cheng, Vilém Zouhar, Mennatallah El-Assady
2025	—	`conf`	Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification. EMNLP (System Demonstrations) Chenfei Xiong, Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein, Lorena Calvo-Bartolomé, Alexander Miserlis Hoyle, Zhijing Jin, Mrinmaya Sachan, Markus Leippold, Dirk Hovy, Mennatallah El-Assady, Elliott Ash
2025	J	`jnl`	Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification. CoRR Chenfei Xiong, Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein, Lorena Calvo-Bartolomé, Alexander Miserlis Hoyle, Zhijing Jin, Mrinmaya Sachan, Markus Leippold, Dirk Hovy, Mennatallah El-Assady, Elliott Ash
2025	J	`jnl`	Concept-Level Explainability for Auditing & Steering LLM Responses. CoRR Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
2025	—	`conf`	Dia-Lingle: A Gamified Interface for Dialectal Data Collection. ACL (3) Jiugeng Sun, Rita Sevastjanova, Sina Ahmadi, Rico Sennrich, Mennatallah El-Assady
2025	J	`jnl`	Dia-Lingle: A Gamified Interface for Dialectal Data Collection. CoRR Jiugeng Sun, Rita Sevastjanova, Sina Ahmadi, Rico Sennrich, Mennatallah El-Assady
2025	J	`jnl`	DxHF: Providing High-Quality Human Feedback for LLM Alignment via Interactive Decomposition. CoRR Danqing Shi, Furui Cheng, Tino Weinkauf, Antti Oulasvirta, Mennatallah El-Assady
2025	A*	`conf`	DxHF: Providing High-Quality Human Feedback for LLM Alignment with Interactive Decomposition. UIST Danqing Shi, Furui Cheng, Tino Weinkauf, Antti Oulasvirta, Mennatallah El-Assady
2025	J	`jnl`	Explainable Mapper: Charting LLM Embedding Spaces Using Perturbation-Based Explanation and Verification Agents. CoRR Xinyuan Yan, Rita Sevastjanova, Sinie van der Ben, Mennatallah El-Assady, Bei Wang
2025	A*	`conf`	Finding Needles in Document Haystacks: Augmenting Serendipitous Claim Retrieval Workflows. CHI Moritz Dück, Steffen Holter, Robin Shing Moon Chan, Rita Sevastjanova, Mennatallah El-Assady
2025	J	`jnl`	LayerFlow: Layer-wise Exploration of LLM Embeddings using Uncertainty-aware Interlinked Projections. CoRR Rita Sevastjanova, Robin Gerling, Thilo Spinner, Mennatallah El-Assady
2025	J	`jnl`	ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance. IEEE Trans. Vis. Comput. Graph. Arpit Narechania, Kaustubh Odak, Mennatallah El-Assady, Alex Endert
2025	—	`conf`	Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges. ACL (3) Thilo Spinner, Rita Sevastjanova, Rebecca Kehlbeck, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Andreas Spitz, Mennatallah El-Assady
2025	A*	`conf`	Reward Learning from Multiple Feedback Types. ICLR Yannick Metz, András Geiszl, Raphaël Baur, Mennatallah El-Assady
2025	J	`jnl`	Reward Learning from Multiple Feedback Types. CoRR Yannick Metz, András Geiszl, Raphaël Baur, Mennatallah El-Assady
2025	J	`jnl`	SemanticTours: A Conceptual Framework for Non-Linear, Knowledge Graph-Driven Data Tours. CoRR Daniel Fürst, Matthijs Jansen op de Haar, Mennatallah El-Assady, Daniel A. Keim, Maximilian T. Fischer
2025	J	`jnl`	f-RecX: A framework for designing effective textual explanations in recommender systems' user interfaces. Int. J. Hum. Comput. Stud. Ibrahim Al Hazwani, Gabriela Morgenshtern, Mennatallah El-Assady, Jürgen Bernard
2024	J	`jnl`	-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation. ACM Trans. Interact. Intell. Syst. Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Mennatallah El-Assady
2024	—	`ed.`	15th International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis 2024, Odense, Denmark, May 27, 2024 EuroVA@EuroVis Mennatallah El-Assady, Hans-Jörg Schulz
2024	J	`jnl`	A Heuristic Approach for Dual Expert/End-User Evaluation of Guidance in Visual Analytics. IEEE Trans. Vis. Comput. Graph. Davide Ceneda, Christopher Collins, Mennatallah El-Assady, Silvia Miksch, Christian Tominski, Alessio Arleo
2024	J	`jnl`	Challenges and Opportunities for Visual Analytics in Jurisprudence. CoRR Daniel Fürst, Mennatallah El-Assady, Daniel A. Keim, Maximilian T. Fischer
2024	—	`conf`	Challenges and Opportunities in Text Generation Explainability. xAI (1) Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
2024	J	`jnl`	Challenges and Opportunities in Text Generation Explainability. CoRR Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
2024	J	`jnl`	Deconstructing Human-AI Collaboration: Agency, Interaction, and Adaptation. Comput. Graph. Forum Steffen Holter, Mennatallah El-Assady
2024	J	`jnl`	Deconstructing Human-AI Collaboration: Agency, Interaction, and Adaptation. CoRR Steffen Holter, Mennatallah El-Assady
2024	J	`jnl`	FS/DS: A Theoretical Framework for the Dual Analysis of Feature Space and Data Space. IEEE Trans. Vis. Comput. Graph. Frederik L. Dennig, Matthias Miller, Daniel A. Keim, Mennatallah El-Assady
2024	J	`jnl`	Interactive Analysis of LLMs using Meaningful Counterfactuals. CoRR Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan, Daniel Fürst, Hendrik Strobelt, Mennatallah El-Assady
2024	J	`jnl`	Mapping out the Space of Human Feedback for Reinforcement Learning: A Conceptual Framework. CoRR Yannick Metz, David Lindner, Raphaël Baur, Mennatallah El-Assady
2024	J	`jnl`	MelodyVis: Visual Analytics for Melodic Patterns in Sheet Music. CoRR Matthias Miller, Daniel Fürst, Maximilian T. Fischer, Hanna Hauptmann, Daniel A. Keim, Mennatallah El-Assady
2024	A*	`conf`	Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics. NeurIPS Lukas Klein, Carsten T. Lüth, Udo Schlegel, Till J. Bungert, Mennatallah El-Assady, Paul F. Jaeger
2024	J	`jnl`	Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics. CoRR Lukas Klein, Carsten T. Lüth, Udo Schlegel, Till J. Bungert, Mennatallah El-Assady, Paul F. Jäger
2024	A*	`conf`	On Affine Homotopy between Language Encoders. NeurIPS Robin Chan, Reda Boumasmoud, Anej Svete, Yuxin Ren, Qipeng Guo, Zhijing Jin, Shauli Ravfogel, Mrinmaya Sachan, Bernhard Schölkopf, Mennatallah El-Assady, Ryan Cotterell
2024	J	`jnl`	On Affine Homotopy between Language Encoders. CoRR Robin Chan, Reda Boumasmoud, Anej Svete, Yuxin Ren, Qipeng Guo, Zhijing Jin, Shauli Ravfogel, Mrinmaya Sachan, Bernhard Schölkopf, Mennatallah El-Assady, Ryan Cotterell
2024	J	`jnl`	Personalized Language Model Selection Through Gamified Elicitation of Contrastive Concept Preferences. IEEE Trans. Vis. Comput. Graph. Rita Sevastjanova, Hanna Hauptmann, Sebastian Deterding, Mennatallah El-Assady
2024	A*	`conf`	PowerGraph: A power grid benchmark dataset for graph neural networks. NeurIPS Anna Varbella, Kenza Amara, Blazhe Gjorgiev, Mennatallah El-Assady, Giovanni Sansavini
2024	J	`jnl`	ProvenanceWidgets: A Library of UI Control Elements to Track and Dynamically Overlay Analytic Provenance. CoRR Arpit Narechania, Kaustubh Odak, Mennatallah El-Assady, Alex Endert
2024	A*	`conf`	RELIC: Investigating Large Language Model Responses using Self-Consistency. CHI Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady
2024	—	`conf`	ScrollyPOI: A Narrative-Driven Interactive Recommender System for Points-of-Interest Exploration and Explainability. UMAP (Adjunct Publication) Ibrahim Al Hazwani, Tiantian Luo, Oana Inel, Francesco Ricci, Mennatallah El-Assady, Jürgen Bernard
2024	—	`conf`	SyntaxShap: Syntax-aware Explainability Method for Text Generation. ACL (Findings) Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
2024	J	`jnl`	SyntaxShap: Syntax-aware Explainability Method for Text Generation. CoRR Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
2024	—	`conf`	Towards Personal Explanations for Recommender Systems: A Study on the Impact of Familiarity and Urgency. NordiCHI (Adjunct) Ibrahim Al Hazwani, Nimra Ahmed, Mennatallah El-Assady, Jürgen Bernard
2024	B	`conf`	Trust Junk and Evil Knobs: Calibrating Trust in AI Visualization. PacificVis Emily Wall, Laura E. Matzen, Mennatallah El-Assady, Peta Masters, Helia Hosseinpour, Alex Endert, Rita Borgo, Polo Chau, Adam Perer, Harald T. Schupp, Hendrik Strobelt, Lace M. K. Padilla
2024	J	`jnl`	Why context matters in VQA and Reasoning: Semantic interventions for VLM input modalities. CoRR Kenza Amara, Lukas Klein, Carsten T. Lüth, Paul Jäger, Hendrik Strobelt, Mennatallah El-Assady
2024	J	`jnl`	generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation. CoRR Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Mennatallah El-Assady
2024	J	`jnl`	iNNspector: Visual, Interactive Deep Model Debugging. CoRR Thilo Spinner, Daniel Fürst, Mennatallah El-Assady
2024	J	`jnl`	iToT: An Interactive System for Customized Tree-of-Thought Generation. CoRR Alan Boyle, Isha Gupta, Sebastian Hönig, Lukas Mautner, Kenza Amara, Furui Cheng, Mennatallah El-Assady
2023	—	`ed.`	14th International EuroVis Workshop on Visual Analytics, EuroVA@EuroVis 2023, Leipzig, Germany, June 12, 2023 EuroVA@EuroVis Marco Angelini, Mennatallah El-Assady
2023	A*	`conf`	A Diachronic Perspective on User Trust in AI under Uncertainty. EMNLP Shehzaad Dhuliawala, Vilém Zouhar, Mennatallah El-Assady, Mrinmaya Sachan
2023	J	`jnl`	A Diachronic Perspective on User Trust in AI under Uncertainty. CoRR Shehzaad Dhuliawala, Vilém Zouhar, Mennatallah El-Assady, Mrinmaya Sachan
2023	J	`jnl`	A Heuristic Approach for Dual Expert/End-User Evaluation of Guidance in Visual Analytics. CoRR Davide Ceneda, Christopher Collins, Mennatallah El-Assady, Silvia Miksch, Christian Tominski, Alessio Arleo
2023	J	`jnl`	Doom or Deliciousness: Challenges and Opportunities for Visualization in the Age of Generative Models. Comput. Graph. Forum Victor Schetinger, Sara Di Bartolomeo, Mennatallah El-Assady, Andrew M. McNutt, Matthias Miller, J. P. A. Passos, Jane Lydia Adams
2023	—	`ch.`	Erklärbarkeitsstufen für die Mensch-KI-Interaktion in Visueller Textanalyse. Ausgezeichnete Informatikdissertationen Mennatallah El-Assady
2023	—	`conf`	ExpLIMEable: A Visual Analytics Approach for Exploring LIME. VAHC Sonia Laguna, Julian N. Heidenreich, Jiugeng Sun, Nilüfer Cetin, Ibrahim Al Hazwani, Udo Schlegel, Furui Cheng, Mennatallah El-Assady
2023	C	`conf`	Explore, Compare, and Predict Investment Opportunities through What-If Analysis: US Housing Market Investigation. VINCI Hongruyu Chen, Fernando Gonzalez, Oto Mraz, Sophia Kuhn, Cristina Guzman, Mennatallah El-Assady
2023	—	`conf`	From Sketching to Coding: Visualization as a Thinking Process. DH Uta Hinrichs, Florian Windhager, Mennatallah El-Assady, Eric C. Alexander, Adam James Bradley, Mark-Jan Bludau
2023	J	`jnl`	GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations. CoRR Kenza Amara, Mennatallah El-Assady, Rex Ying
2023	J	`jnl`	Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings. CoRR Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger
2023	—	`conf`	Interaction Tasks for Explainable Recommender Systems. EuroVis (Posters) Ibrahim Al Hazwani, Turki Alahmadi, Kathrin Wardatzky, Oana Inel, Mennatallah El-Assady, Jürgen Bernard
2023	J	`jnl`	Lotse: A Practical Framework for Guidance in Visual Analytics. IEEE Trans. Vis. Comput. Graph. Fabian Sperrle, Davide Ceneda, Mennatallah El-Assady
2023	—	`conf`	MindSet: A Bias-Detection Interface Using a Visual Human-in-the-Loop Workflow. ECAI Workshops (2) Senthuran Kalananthan, Alexander Kichutkin, Ziyao Shang, András Strausz, Francisco Javier Sanguino Bautiste, Mennatallah El-Assady
2023	J	`jnl`	RELIC: Investigating Large Language Model Responses using Self-Consistency. CoRR Furui Cheng, Vilém Zouhar, Simran Arora, Mrinmaya Sachan, Hendrik Strobelt, Mennatallah El-Assady
2023	J	`jnl`	RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback. CoRR Yannick Metz, David Lindner, Raphaël Baur, Daniel A. Keim, Mennatallah El-Assady
2023	J	`jnl`	Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges. CoRR Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Andreas Spitz, Mennatallah El-Assady
2023	—	`conf`	The Future of Interactive Data Analysis and Visualization. EuroVis (Panel) Jürgen Bernard, Mennatallah El-Assady
2023	J	`jnl`	VISITOR: Visual Interactive State Sequence Exploration for Reinforcement Learning. Comput. Graph. Forum Yannick Metz, Eugene Bykovets, Lucas Joos, Daniel A. Keim, Mennatallah El-Assady
2023	J	`jnl`	Visual Analytics of Co-Occurrences to Discover Subspaces in Structured Data. ACM Trans. Interact. Intell. Syst. Wolfgang Jentner, Giuliana Lindholz, Hanna Hauptmann, Mennatallah El-Assady, Kwan-Liu Ma, Daniel A. Keim
2023	J	`jnl`	Visual Comparison of Language Model Adaptation. IEEE Trans. Vis. Comput. Graph. Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady
2023	J	`jnl`	Visual Explanations with Attributions and Counterfactuals on Time Series Classification. CoRR Udo Schlegel, Daniela Oelke, Daniel A. Keim, Mennatallah El-Assady
2023	J	`jnl`	Visualization and the Humanities: Towards a Shared Research Agenda (Dagstuhl Seminar 23381). Dagstuhl Reports Johanna Drucker, Mennatallah El-Assady, Uta Hinrichs, Florian Windhager, Derya Akbaba
2023	—	`conf`	Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals. ACL (demo) Robin Chan, Afra Amini, Mennatallah El-Assady
2023	J	`jnl`	Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals. CoRR Robin Chan, Afra Amini, Mennatallah El-Assady
2023	—	`conf`	Why am I reading this? Explaining Personalized News Recommender Systems. EuroVA@EuroVis Sverrir Arnórsson, Florian Abeillon, Ibrahim Al Hazwani, Jürgen Bernard, Hanna Hauptmann, Mennatallah El-Assady
2022	—	`conf`	A Comprehensive Workflow for Effective Imitation and Reinforcement Learning with Visual Analytics. EuroVA@EuroVis Yannick Metz, Udo Schlegel, Daniel Seebacher, Mennatallah El-Assady, Daniel A. Keim
2022	J	`jnl`	A Typology of Guidance Tasks in Mixed-Initiative Visual Analytics Environments. Comput. Graph. Forum Ignacio Pérez-Messina, Davide Ceneda, Mennatallah El-Assady, Silvia Miksch, Fabian Sperrle
2022	J	`jnl`	Augmenting Digital Sheet Music through Visual Analytics. Comput. Graph. Forum Matthias Miller, Daniel Fürst, Hanna Hauptmann, Daniel A. Keim, Mennatallah El-Assady
2022	A*	`conf`	Automatic Generation of Socratic Subquestions for Teaching Math Word Problems. EMNLP Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan
2022	J	`jnl`	Automatic Generation of Socratic Subquestions for Teaching Math Word Problems. CoRR Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan
2022	J	`jnl`	BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning. CoRR Eugene Bykovets, Yannick Metz, Mennatallah El-Assady, Daniel A. Keim, Joachim M. Buhmann
2022	J	`jnl`	Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language. CoRR Rita Sevastjanova, Mennatallah El-Assady
2022	J	`jnl`	Characterizing Grounded Theory Approaches in Visualization. CoRR Alexandra Diehl, Alfie Abdul-Rahman, Benjamin Bach, Mennatallah El-Assady, Matthias Kraus, Robert S. Laramee, Min Chen
2022	J	`jnl`	Characterizing Uncertainty in the Visual Text Analysis Pipeline. CoRR Pantea Haghighatkhah, Mennatallah El-Assady, Jean-Daniel Fekete, Narges Mahyar, Carita Paradis, Vasiliki Simaki, Bettina Speckmann
2022	J	`jnl`	CorpusVis: Visual Analysis of Digital Sheet Music Collections. Comput. Graph. Forum Matthias Miller, Julius Rauscher, Daniel A. Keim, Mennatallah El-Assady
2022	J	`jnl`	CorpusVis: Visual Analysis of Digital Sheet Music Collections. CoRR Matthias Miller, Julius Rauscher, Daniel A. Keim, Mennatallah El-Assady
2022	J	`jnl`	From Correlation to Causation: Formalizing Interpretable Machine Learning as a Statistical Process. CoRR Lukas Klein, Mennatallah El-Assady, Paul F. Jäger
2022	—	`conf`	How Effective are Uni- and Multivariate Typographic Encodings? Studying the Usage of FontWeight, Oblique Angle, and Spacing. EuroVis (Short Papers) Andreas Bäuerle, Richard Brath, Mennatallah El-Assady
2022	J	`jnl`	How to Enable Uncertainty Estimation in Proximal Policy Optimization. CoRR Eugene Bykovets, Yannick Metz, Mennatallah El-Assady, Daniel A. Keim, Joachim M. Buhmann
2022	J	`jnl`	Humans are not Boltzmann Distributions: Challenges and Opportunities for Modelling Human Feedback and Interaction in Reinforcement Learning. CoRR David Lindner, Mennatallah El-Assady
2022	—	`conf`	Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings. MIDL Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna, Joachim M. Buhmann, Paul F. Jaeger
2022	—	`conf`	Interactive Visual Explanation of Incremental Data Labeling. EuroVA@EuroVis Raphael Beckmann, Cristian Blaga, Mennatallah El-Assady, Matthias Zeppelzauer, Jürgen Bernard
2022	J	`jnl`	LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores. Comput. Graph. Forum Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Hauptmann, Mennatallah El-Assady
2022	J	`jnl`	Lotse: A Practical Framework for Guidance in Visual Analytics. CoRR Fabian Sperrle, Davide Ceneda, Mennatallah El-Assady
2022	J	`jnl`	Task-Based Visual Interactive Modeling: Decision Trees and Rule-Based Classifiers. IEEE Trans. Vis. Comput. Graph. Dirk Streeb, Yannick Metz, Udo Schlegel, Bruno Schneider, Mennatallah El-Assady, Hansjörg Neth, Min Chen, Daniel A. Keim
2022	J	`jnl`	VisInReport: Complementing Visual Discourse Analytics Through Personalized Insight Reports. IEEE Trans. Vis. Comput. Graph. Rita Sevastjanova, Mennatallah El-Assady, Adam Bradley, Christopher Collins, Miriam Butt, Daniel A. Keim
2022	J	`jnl`	Visual Comparison of Language Model Adaptation. CoRR Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady
2022	J	`jnl`	Which Biases and Reasoning Pitfalls Do Explanations Trigger? Decomposing Communication Processes in Human-AI Interaction. IEEE Computer Graphics and Applications Mennatallah El-Assady, Caterina Moruzzi
2022	—	`conf`	xai-primer.com - A Visual Ideation Space of Interactive Explainers. CHI Extended Abstracts Beatrice Gobbo, Tommaso Elli, Uta Hinrichs, Mennatallah El-Assady
2021	J	`jnl`	A Survey of Human-Centered Evaluations in Human-Centered Machine Learning. Comput. Graph. Forum Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Rita Borgo, Duen Horng Chau, Alex Endert, Daniel A. Keim
2021	J	`jnl`	Co-adaptive visual data analysis and guidance processes. Comput. Graph. Fabian Sperrle, Astrik Jeitler, Jürgen Bernard, Daniel A. Keim, Mennatallah El-Assady
2021	J	`jnl`	CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling. Comput. Graph. Forum Maximilian T. Fischer, Daniel Seebacher, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady
2021	J	`jnl`	CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling. CoRR Maximilian T. Fischer, Daniel Seebacher, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady
2021	J	`jnl`	Communication Analysis through Visual Analytics: Current Practices, Challenges, and New Frontiers. CoRR Maximilian T. Fischer, Frederik L. Dennig, Daniel Seebacher, Daniel A. Keim, Mennatallah El-Assady
2021	—	`conf`	Explaining Contextualization in Language Models using Visual Analytics. ACL/IJCNLP (1) Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Schäfer, Mennatallah El-Assady
2021	J	`jnl`	Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement. Comput. Graph. Forum Fabian Sperrle, Hanna Schäfer, Daniel A. Keim, Mennatallah El-Assady
2021	J	`jnl`	QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling. ACM Trans. Interact. Intell. Syst. Rita Sevastjanova, Wolfgang Jentner, Fabian Sperrle, Rebecca Kehlbeck, Jürgen Bernard, Mennatallah El-Assady
2021	—	`conf`	Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration. EDBT/ICDT Workshops Thilo Spinner, Udo Schlegel, Martin Schall, Fabian Sperrle, Rita Sevastjanova, Beatrice Gobbo, Julius Rauscher, Mennatallah El-Assady, Daniel A. Keim
2021	J	`jnl`	The Role of Interactive Visualization in Fostering Trust in AI. IEEE Computer Graphics and Applications Emma Beauxis-Aussalet, Michael Behrisch, Rita Borgo, Duen Horng Chau, Christopher Collins, David S. Ebert, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Jörn Kohlhammer, Daniela Oelke, Jaakko Peltonen, Maria Riveiro, Tobias Schreck, Hendrik Strobelt, Jarke J. van Wijk, Theresa-Marie Rhyne
2021	J	`jnl`	Visual Analytics of Conversational Dynamics. CoRR Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady
2021	J	`jnl`	Why Visualize? Arguments for Visual Support in Decision Making. IEEE Computer Graphics and Applications Dirk Streeb, Mennatallah El-Assady, Daniel A. Keim, Min Chen
2021	J	`jnl`	Why Visualize? Untangling a Large Network of Arguments. IEEE Trans. Vis. Comput. Graph. Dirk Streeb, Mennatallah El-Assady, Daniel A. Keim, Min Chen
2020	J	`jnl`	A Comparative Analysis of Industry Human-AI Interaction Guidelines. CoRR Austin P. Wright, Zijie J. Wang, Haekyu Park, Grace Guo, Fabian Sperrle, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Duen Horng Chau
2020	J	`jnl`	An Empirical Study of Explainable AI Techniques on Deep Learning Models For Time Series Tasks. CoRR Udo Schlegel, Daniela Oelke, Daniel A. Keim, Mennatallah El-Assady
2020	J	`jnl`	Augmenting Sheet Music with Rhythmic Fingerprints. CoRR Daniel Fürst, Matthias Miller, Daniel A. Keim, Alexandra Bonnici, Hanna Schäfer, Mennatallah El-Assady
2020	—	`conf`	DataShiftExplorer: Visualizing and Comparing Change in Multidimensional Data for Supervised Learning. VISIGRAPP (3: IVAPP) Bruno Schneider, Daniel A. Keim, Mennatallah El-Assady
2020	—	`conf`	From Sketching to Coding: Teaching Visualization as a Thinking Process. DH Eric C. Alexander, Adam James Bradley, Catherine DeRose, Mennatallah El-Assady, Uta Hinrichs, Stefan Jänicke
2020	—	`conf`	Learning and Teaching in Co-Adaptive Guidance for Mixed-Initiative Visual Analytics. EuroVA@Eurographics/EuroVis Fabian Sperrle, Astrik Jeitler, Jürgen Bernard, Daniel A. Keim, Mennatallah El-Assady
2020	J	`jnl`	Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections. IEEE Trans. Vis. Comput. Graph. Mennatallah El-Assady, Rebecca Kehlbeck, Christopher Collins, Daniel A. Keim, Oliver Deussen
2020	J	`jnl`	Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations. CoRR Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Duen Horng Chau, Alex Endert, Daniel A. Keim
2020	J	`jnl`	Studying Visualization Guidelines According to Grounded Theory. CoRR Alexandra Diehl, Matthias Kraus, Alfie Abdul-Rahman, Mennatallah El-Assady, Benjamin Bach, Robert S. Laramee, Daniel A. Keim, Min Chen
2020	A	`conf`	Towards visual debugging for multi-target time series classification. IUI Udo Schlegel, Eren Cakmak, Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A. Keim
2020	—	`conf`	XplaiNLI: Explainable Natural Language Inference through Visual Analytics. COLING (Demonstrations) Aikaterini-Lida Kalouli, Rita Sevastjanova, Valeria de Paiva, Richard S. Crouch, Mennatallah El-Assady
2020	J	`jnl`	explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning. IEEE Trans. Vis. Comput. Graph. Thilo Spinner, Udo Schlegel, Hanna Schäfer, Mennatallah El-Assady
2020	J	`jnl`	v-plots: Designing Hybrid Charts for the Comparative Analysis of Data Distributions. Comput. Graph. Forum Michael Blumenschein, Luka J. Debbeler, Nadine C. Lages, Britta Renner, Daniel A. Keim, Mennatallah El-Assady
2019	B	`conf`	Augmenting Music Sheets with Harmonic Fingerprints. DocEng Matthias Miller, Alexandra Bonnici, Mennatallah El-Assady
2019	J	`jnl`	Augmenting Music Sheets with Harmonic Fingerprints. CoRR Matthias Miller, Alexandra Bonnici, Mennatallah El-Assady
2019	—	`conf`	Breaking the Curse of Visual Analytics: Accommodating Virtual Reality in the Visualization Pipeline. VISIGRAPP (Revised Selected Papers) Matthias Kraus, Matthias Miller, Juri Buchmüller, Manuel Stein, Niklas Weiler, Daniel A. Keim, Mennatallah El-Assady
2019	J	`jnl`	Bridging Text Visualization and Mining: A Task-Driven Survey. IEEE Trans. Vis. Comput. Graph. Shixia Liu, Xiting Wang, Christopher Collins, Wenwen Dou, Fang-Xin Ou-Yang, Mennatallah El-Assady, Liu Jiang, Daniel A. Keim
2019	J	`jnl`	Framing Visual Musicology through Methodology Transfer. CoRR Matthias Miller, Hanna Schäfer, Matthias Kraus, Marc Leman, Daniel A. Keim, Mennatallah El-Assady
2019	—	`conf`	H-Matrix: Hierarchical Matrix for Visual Analysis of Cross-Linguistic Features in Large Learner Corpora. IEEE VIS (Short Papers) Mariana Shimabukuro, Jessica Zipf, Mennatallah El-Assady, Christopher Collins
2019	J	`jnl`	Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections. CoRR Mennatallah El-Assady, Rebecca Kehlbeck, Christopher Collins, Daniel A. Keim, Oliver Deussen
2019	J	`jnl`	Speculative Execution for Guided Visual Analytics. CoRR Fabian Sperrle, Jürgen Bernard, Michael Sedlmair, Daniel A. Keim, Mennatallah El-Assady
2019	—	`conf`	Towards A Rigorous Evaluation Of XAI Methods On Time Series. ICCV Workshops Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A. Keim
2019	J	`jnl`	Towards a Rigorous Evaluation of XAI Methods on Time Series. CoRR Udo Schlegel, Hiba Arnout, Mennatallah El-Assady, Daniela Oelke, Daniel A. Keim
2019	—	`conf`	VIANA: Visual Interactive Annotation of Argumentation. VAST Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady
2019	J	`jnl`	VIANA: Visual Interactive Annotation of Argumentation. CoRR Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady
2019	J	`jnl`	Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution. IEEE Trans. Vis. Comput. Graph. Mennatallah El-Assady, Fabian Sperrle, Oliver Deussen, Daniel A. Keim, Christopher Collins
2019	—	`conf`	Visual Analytics of Conversational Dynamics. EuroVA@EuroVis Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady
2019	J	`jnl`	explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning. CoRR Thilo Spinner, Udo Schlegel, Hanna Schäfer, Mennatallah El-Assady
2019	—	`conf`	lingvis.io - A Linguistic Visual Analytics Framework. ACL (3) Mennatallah El-Assady, Wolfgang Jentner, Fabian Sperrle, Rita Sevastjanova, Annette Hautli-Janisz, Miriam Butt, Daniel A. Keim
2018	C	`conf`	ADD-up: Visual Analytics for Augmented Deliberative Democracy. COMMA Brian Plüss, Mennatallah El-Assady, Fabian Sperrle, Valentin Gold, Katarzyna Budzynska, Annette Hautli-Janisz, Chris Reed
2018	J	`jnl`	Analyzing Visual Mappings of Traditional and Alternative Music Notation. CoRR Matthias Miller, Johannes Häußler, Matthias Kraus, Daniel A. Keim, Mennatallah El-Assady
2018	—	`conf`	LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results. BDVA Mennatallah El-Assady, Fabian Sperrle, Rita Sevastjanova, Michael Sedlmair, Daniel A. Keim
2018	J	`jnl`	Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework. IEEE Trans. Vis. Comput. Graph. Mennatallah El-Assady, Rita Sevastjanova, Fabian Sperrle, Daniel A. Keim, Christopher Collins
2018	J	`jnl`	Quality Metrics for Information Visualization. Comput. Graph. Forum Michael Behrisch, Michael Blumenschein, Nam Wook Kim, Lin Shao, Mennatallah El-Assady, Johannes Fuchs, Daniel Seebacher, Alexandra Diehl, Ulrik Brandes, Hanspeter Pfister, Tobias Schreck, Daniel Weiskopf, Daniel A. Keim
2018	J	`jnl`	ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics. Comput. Graph. Forum Mennatallah El-Assady, Rita Sevastjanova, Daniel A. Keim, Christopher Collins
2018	—	`conf`	VisGuides: A Forum for Discussing Visualization Guidelines. EuroVis (Short Papers) Alexandra Diehl, Alfie Abdul-Rahman, Mennatallah El-Assady, Benjamin Bach, Daniel A. Keim, Min Chen
2018	B	`conf`	Visual Text Analytics: Techniques for Linguistic Information Visualization. DocEng Mennatallah El-Assady
2018	J	`jnl`	Visualization and the Digital Humanities. IEEE Computer Graphics and Applications Adam James Bradley, Mennatallah El-Assady, Katharine Coles, Eric C. Alexander, Min Chen, Christopher Collins, Stefan Jänicke, David Joseph Wrisley
2017	—	`conf`	Feature Alignment for the Analysis of Verbatim Text Transcripts. EuroVA@EuroVis Wolfgang Jentner, Mennatallah El-Assady, Bela Gipp, Daniel A. Keim
2017	—	`conf`	Interactive Visual Analysis of Transcribed Multi-Party Discourse. ACL (System Demonstrations) Mennatallah El-Assady, Annette Hautli-Janisz, Valentin Gold, Miriam Butt, Katharina Holzinger, Daniel A. Keim
2017	J	`jnl`	NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations. Comput. Graph. Forum Mennatallah El-Assady, Rita Sevastjanova, Bela Gipp, Daniel A. Keim, Christopher Collins
2017	J	`jnl`	Rhetorical strategies in German argumentative dialogs. Argument Comput. Annette Hautli-Janisz, Mennatallah El-Assady
2017	—	`conf`	Visual Analysis of Geolocated Echo Chambers in Social Media. EuroVis (Posters) Michael Hundt, Bruno Schneider, Mennatallah El-Assady, Daniel A. Keim, Alexandra Diehl
2017	J	`jnl`	Visual linguistic analysis of political discussions: Measuring deliberative quality. Digit. Scholarsh. Humanit. Valentin Gold, Mennatallah El-Assady, Annette Hautli-Janisz, Tina Bögel, Christian Rohrdantz, Miriam Butt, Katharina Holzinger, Daniel A. Keim
2016	—	`conf`	Argumentanalyse in digitalen Textkorpora. DHd Miriam Butt, Gerhard Heyer, Katharina Holzinger, Cathleen Kantner, Daniel A. Keim, Jonas Kuhn, Gary S. Schaal, André Blessing, Sebastian Dumm, Mennatallah El-Assady, Valentin Gold, Annette Hautli-Janisz, Matthias Lemke, Maike Müller, Andreas Niekler, Maximilian Overbeck, Gregor Wiedemann
2016	J	`jnl`	ConToVi: Multi-Party Conversation Exploration using Topic-Space Views. Comput. Graph. Forum Mennatallah El-Assady, Valentin Gold, Carmela Acevedo, Christopher Collins, Daniel A. Keim
2016	—	`conf`	Generative Data Models for Validation and Evaluation of Visualization Techniques. BELIV Christoph Schulz, Arlind Nocaj, Mennatallah El-Assady, Steffen Frey, Marcel Hlawatsch, Michael Hund, Grzegorz Karol Karch, Rudolf Netzel, Christin Schätzle, Miriam Butt, Daniel A. Keim, Thomas Ertl, Ulrik Brandes, Daniel Weiskopf
2015	—	`conf`	Exploratory Text Analysis using Lexical Episode Plots. EuroVis (Short Papers) Valentin Gold, Christian Rohrdantz, Mennatallah El-Assady