Rita Sevastjanova

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Reliable Estimates

Top Venues

IEEE Trans. Vis. Comput. Graph.

Comput. Graph. Forum

Publications

Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
SyntaxShap: Syntax-aware Explainability Method for Text Generation. ACL (Findings) (2024)
Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
Challenges and Opportunities in Text Generation Explainability. CoRR (2024)
Rita Sevastjanova, Hanna Hauptmann, Sebastian Deterding, Mennatallah El-Assady
Personalized Language Model Selection Through Gamified Elicitation of Contrastive Concept Preferences. IEEE Trans. Vis. Comput. Graph. 30 (8) (2024)
Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady
SyntaxShap: Syntax-aware Explainability Method for Text Generation. CoRR (2024)
Marieke Einfeldt, Rita Sevastjanova, Katharina Zahner-Ritter, Ekaterina Kazak, Bettina Braun
The use of Active Learning systems for stimulus selection and response modelling in perception experiments. Comput. Speech Lang. 83 (2024)
Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Mennatallah El-Assady
generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation. CoRR (2024)
Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Mennatallah El-Assady
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation. ACM Trans. Interact. Intell. Syst. 14 (2) (2024)
Sanne van der Linden, Rita Sevastjanova, Mathias Funk, Mennatallah El-Assady
: Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs. ACM Trans. Manag. Inf. Syst. 14 (2) (2023)
Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady
Visual Comparison of Language Model Adaptation. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Thilo Spinner, Rebecca Kehlbeck, Rita Sevastjanova, Tobias Stähle, Daniel A. Keim, Oliver Deussen, Andreas Spitz, Mennatallah El-Assady
Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges. CoRR (2023)
Aikaterini-Lida Kalouli, Rita Sevastjanova, Christin Beck, Maribel Romero
Negation, Coordination, and Quantifiers in Contextualized Language Models. COLING (2022)
Rita Sevastjanova, Mennatallah El-Assady
Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language. CoRR (2022)
Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Hauptmann, Mennatallah El-Assady
LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores. Comput. Graph. Forum 41 (3) (2022)
Rita Sevastjanova, Mennatallah El-Assady, Adam Bradley, Christopher Collins, Miriam Butt, Daniel A. Keim
VisInReport: Complementing Visual Discourse Analytics Through Personalized Insight Reports. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady
Visual Comparison of Language Model Adaptation. CoRR (2022)
Aikaterini-Lida Kalouli, Rita Sevastjanova, Christin Beck, Maribel Romero
Negation, Coordination, and Quantifiers in Contextualized Language Models. CoRR (2022)
Maximilian T. Fischer, Daniel Seebacher, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady
CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling. Comput. Graph. Forum 40 (3) (2021)
Maximilian T. Fischer, Daniel Seebacher, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady
CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling. CoRR (2021)
Thilo Spinner, Udo Schlegel, Martin Schall, Fabian Sperrle, Rita Sevastjanova, Beatrice Gobbo, Julius Rauscher, Mennatallah El-Assady, Daniel A. Keim
Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration. EDBT/ICDT Workshops (2021)
Rita Sevastjanova, Wolfgang Jentner, Fabian Sperrle, Rebecca Kehlbeck, Jürgen Bernard, Mennatallah El-Assady
QuestionComb: A Gamification Approach for the Visual Explanation of Linguistic Phenomena through Interactive Labeling. ACM Trans. Interact. Intell. Syst. 11 (3-4) (2021)
Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Schäfer, Mennatallah El-Assady
Explaining Contextualization in Language Models using Visual Analytics. ACL/IJCNLP (1) (2021)
Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady
Visual Analytics of Conversational Dynamics. CoRR (2021)
Marieke Einfeldt, Rita Sevastjanova, Katharina Zahner-Ritter, Ekaterina Kazak, Bettina Braun
Reliable Estimates of Interpretable Cue Effects with Active Learning in Psycholinguistic Research. Interspeech (2021)
Aikaterini-Lida Kalouli, Rita Sevastjanova, Valeria de Paiva, Richard S. Crouch, Mennatallah El-Assady
XplaiNLI: Explainable Natural Language Inference through Visual Analytics. COLING (Demonstrations) (2020)
Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady
Visual Analytics of Conversational Dynamics. EuroVA@EuroVis (2019)
Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady
VIANA: Visual Interactive Annotation of Argumentation. CoRR (2019)
Aikaterini-Lida Kalouli, Rebecca Kehlbeck, Rita Sevastjanova, Katharina Kaiser, Georg A. Kaiser, Miriam Butt
ParHistVis: Visualization of Parallel Multilingual Historical Data. LChange@ACL (2019)
Mennatallah El-Assady, Wolfgang Jentner, Fabian Sperrle, Rita Sevastjanova, Annette Hautli-Janisz, Miriam Butt, Daniel A. Keim
lingvis.io - A Linguistic Visual Analytics Framework. ACL (3) (2019)
Wolfgang Jentner, Juri Buchmüller, Fabian Sperrle, Rita Sevastjanova, Thilo Spinner, Udo Schlegel, Dirk Streeb, Hanna Schäfer
N.E.A.T. - Novel Emergency Analysis Tool. VAST (2019)
Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady
VIANA: Visual Interactive Annotation of Argumentation. VAST (2019)
Mennatallah El-Assady, Fabian Sperrle, Rita Sevastjanova, Michael Sedlmair, Daniel A. Keim
LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results. BDVA (2018)
Mennatallah El-Assady, Rita Sevastjanova, Fabian Sperrle, Daniel A. Keim, Christopher Collins
Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Mennatallah El-Assady, Rita Sevastjanova, Daniel A. Keim, Christopher Collins
ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics. Comput. Graph. Forum 37 (3) (2018)
Mennatallah El-Assady, Rita Sevastjanova, Bela Gipp, Daniel A. Keim, Christopher Collins
NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations. Comput. Graph. Forum 36 (3) (2017)