NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations. - Mennatallah El-Assady; Rita Sevastjanova; Bela Gipp; Daniel A. Keim; Christopher Collins 001 (Comput. Graph. Forum, 2017)

LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results. - Mennatallah El-Assady; Fabian Sperrle; Rita Sevastjanova; Michael Sedlmair; Daniel A. Keim (BDVA, 2018)

ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics. - Mennatallah El-Assady; Rita Sevastjanova; Daniel A. Keim; Christopher Collins 001 (Comput. Graph. Forum, 2018)

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework. - Mennatallah El-Assady; Rita Sevastjanova; Fabian Sperrle; Daniel A. Keim; Christopher Collins 001 (IEEE Trans. Vis. Comput. Graph., 2018)

ParHistVis: Visualization of Parallel Multilingual Historical Data. - Aikaterini-Lida Kalouli; Rebecca Kehlbeck; Rita Sevastjanova; Katharina Kaiser; Georg A. Kaiser; Miriam Butt (LChange@ACL, 2019)

lingvis.io - A Linguistic Visual Analytics Framework. - Mennatallah El-Assady; Wolfgang Jentner; Fabian Sperrle; Rita Sevastjanova; Annette Hautli-Janisz; Miriam Butt; Daniel A. Keim (ACL (3), 2019)

N.E.A.T. - Novel Emergency Analysis Tool. - Wolfgang Jentner; Juri Buchmüller; Fabian Sperrle; Rita Sevastjanova; Thilo Spinner; Udo Schlegel; Dirk Streeb; Hanna Schäfer (VAST, 2019)

VIANA: Visual Interactive Annotation of Argumentation. - Fabian Sperrle; Rita Sevastjanova; Rebecca Kehlbeck; Mennatallah El-Assady (VAST, 2019)

Visual Analytics of Conversational Dynamics. - Daniel Seebacher; Maximilian T. Fischer; Rita Sevastjanova; Daniel A. Keim; Mennatallah El-Assady (EuroVA@EuroVis, 2019)

XplaiNLI: Explainable Natural Language Inference through Visual Analytics. - Aikaterini-Lida Kalouli; Rita Sevastjanova; Valeria de Paiva; Richard S. Crouch; Mennatallah El-Assady (COLING (Demonstrations), 2020)

Explaining Contextualization in Language Models using Visual Analytics. - Rita Sevastjanova; Aikaterini-Lida Kalouli; Christin Beck; Hanna Schäfer; Mennatallah El-Assady (ACL/IJCNLP (1), 2021)

Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration. - Thilo Spinner; Udo Schlegel; Martin Schall; Fabian Sperrle; Rita Sevastjanova; Beatrice Gobbo; Julius Rauscher; Mennatallah El-Assady; Daniel A. Keim (EDBT/ICDT Workshops, 2021)

Reliable Estimates of Interpretable Cue Effects with Active Learning in Psycholinguistic Research. - Marieke Einfeldt; Rita Sevastjanova; Katharina Zahner-Ritter; Ekaterina Kazak; Bettina Braun (Interspeech, 2021)

CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling. - Maximilian T. Fischer; Daniel Seebacher; Rita Sevastjanova; Daniel A. Keim; Mennatallah El-Assady (Comput. Graph. Forum, 2021)

QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling. - Rita Sevastjanova; Wolfgang Jentner; Fabian Sperrle; Rebecca Kehlbeck; Jürgen Bernard; Mennatallah El-Assady (ACM Trans. Interact. Intell. Syst., 2021)

Negation, Coordination, and Quantifiers in Contextualized Language Models. - Aikaterini-Lida Kalouli; Rita Sevastjanova; Christin Beck; Maribel Romero (COLING, 2022)

LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores. - Rita Sevastjanova; Aikaterini-Lida Kalouli; Christin Beck; Hanna Hauptmann; Mennatallah El-Assady (Comput. Graph. Forum, 2022)

Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language. - Rita Sevastjanova; Mennatallah El-Assady (CoRR, 2022)

VisInReport: Complementing Visual Discourse Analytics Through Personalized Insight Reports. - Rita Sevastjanova; Mennatallah El-Assady; Adam Bradley; Christopher Collins 001; Miriam Butt; Daniel A. Keim (IEEE Trans. Vis. Comput. Graph., 2022)

Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges. - Thilo Spinner; Rebecca Kehlbeck; Rita Sevastjanova; Tobias Stähle; Daniel A. Keim; Oliver Deussen; Andreas Spitz; Mennatallah El-Assady (CoRR, 2023)

Visual Comparison of Language Model Adaptation. - Rita Sevastjanova; Eren Cakmak; Shauli Ravfogel; Ryan Cotterell; Mennatallah El-Assady (IEEE Trans. Vis. Comput. Graph., 2023)

MediCoSpace: Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs. - Sanne van der Linden; Rita Sevastjanova; Mathias Funk; Mennatallah El-Assady (ACM Trans. Manag. Inf. Syst., 2023)

SyntaxShap: Syntax-aware Explainability Method for Text Generation. - Kenza Amara; Rita Sevastjanova; Mennatallah El-Assady (ACL (Findings), 2024)

Exploration of Preference Models using Visual Analytics. - Raphael Buchmüller; Mark-Matthias Zymla; Daniel A. Keim; Miriam Butt; Rita Sevastjanova (MLVis@EuroVis, 2024)

Feature Clock: High-Dimensional Effects in Two-Dimensional Plots. - Olga Ovcharenko; Rita Sevastjanova; Valentina Boeva (IEEE VIS, 2024)

Challenges and Opportunities in Text Generation Explainability. - Kenza Amara; Rita Sevastjanova; Mennatallah El-Assady (xAI (1), 2024)

The use of Active Learning systems for stimulus selection and response modelling in perception experiments. - Marieke Einfeldt; Rita Sevastjanova; Katharina Zahner-Ritter; Ekaterina Kazak; Bettina Braun (Comput. Speech Lang., 2024)

-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation. - Thilo Spinner; Rebecca Kehlbeck; Rita Sevastjanova; Tobias Stähle; Daniel A. Keim; Oliver Deussen; Mennatallah El-Assady (ACM Trans. Interact. Intell. Syst., 2024)

Personalized Language Model Selection Through Gamified Elicitation of Contrastive Concept Preferences. - Rita Sevastjanova; Hanna Hauptmann; Sebastian Deterding; Mennatallah El-Assady (IEEE Trans. Vis. Comput. Graph., 2024)

Finding Needles in Document Haystacks: Augmenting Serendipitous Claim Retrieval Workflows. - Moritz Dück; Steffen Holter; Robin Shing Moon Chan; Rita Sevastjanova; Mennatallah El-Assady (CHI, 2025)

LayerFlow: Layer-wise Exploration of LLM Embeddings using Uncertainty-aware Interlinked Projections. - Rita Sevastjanova; Robin Gerling; Thilo Spinner; Mennatallah El-Assady (Comput. Graph. Forum, 2025)

LayerFlow: Layer-wise Exploration of LLM Embeddings using Uncertainty-aware Interlinked Projections. - Rita Sevastjanova; Robin Gerling; Thilo Spinner; Mennatallah El-Assady (CoRR, 2025)

Concept-Level Explainability for Auditing & Steering LLM Responses. - Kenza Amara; Rita Sevastjanova; Mennatallah El-Assady (CoRR, 2025)

Explainable Mapper: Charting LLM Embedding Spaces Using Perturbation-Based Explanation and Verification Agents. - Xinyuan Yan; Rita Sevastjanova; Sinie van der Ben; Mennatallah El-Assady; Bei Wang (CoRR, 2025)

TreEducation: A Visual Education Platform for Teaching Treemap Layout Algorithms. - Johannes Fuchs 001; Bastian Jäckl; Michael Jüttler; Daniel A. Keim; Rita Sevastjanova (IEEE Trans. Vis. Comput. Graph., 2025)