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ORCIDRita Sevastjanova
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Journal Articles
- 2024
[j12]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: 101537 (2024)- [j11]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): 14 (2024) - [j10]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): 5449-5465 (2024) - 2023
- [j9]Sanne van der Linden, Rita Sevastjanova, Mathias Funk, Mennatallah El-Assady:
MediCoSpace: Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs. ACM Trans. Manag. Inf. Syst. 14(2): 15:1-15:20 (2023) - [j8]Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady:
Visual Comparison of Language Model Adaptation. IEEE Trans. Vis. Comput. Graph. 29(1): 1178-1188 (2023) - 2022
- [j7]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): 295-307 (2022) - [j6]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): 4757-4769 (2022) - 2021
- [j5]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): 25-36 (2021) - [j4]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): 19:1-19:38 (2021) - 2018
- [j3]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): 351-365 (2018) - [j2]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): 382-391 (2018) - 2017
- [j1]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): 213-225 (2017)
Conference and Workshop Papers
- 2024
- [c14]Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady:
SyntaxShap: Syntax-aware Explainability Method for Text Generation. ACL (Findings) 2024: 4551-4566 - [c13]Olga Ovcharenko, Rita Sevastjanova, Valentina Boeva:
Feature Clock: High-Dimensional Effects in Two-Dimensional Plots. IEEE VIS 2024: 151-155 - [c12]Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady:
Challenges and Opportunities in Text Generation Explainability. xAI (1) 2024: 244-264 - 2022
- [c11]Aikaterini-Lida Kalouli, Rita Sevastjanova, Christin Beck, Maribel Romero:
Negation, Coordination, and Quantifiers in Contextualized Language Models. COLING 2022: 3074-3085 - 2021
- [c10]Rita Sevastjanova, Aikaterini-Lida Kalouli, Christin Beck, Hanna Schäfer, Mennatallah El-Assady:
Explaining Contextualization in Language Models using Visual Analytics. ACL/IJCNLP (1) 2021: 464-476 - [c9]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 - [c8]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: 1743-1747 - 2020
- [c7]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: 48-52 - 2019
- [c6]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: 13-18 - [c5]Aikaterini-Lida Kalouli, Rebecca Kehlbeck, Rita Sevastjanova, Katharina Kaiser, Georg A. Kaiser, Miriam Butt:
ParHistVis: Visualization of Parallel Multilingual Historical Data. LChange@ACL 2019: 109-114 - [c4]Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady:
VIANA: Visual Interactive Annotation of Argumentation. VAST 2019: 11-22 - [c3]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: 104-105 - [c2]Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady:
Visual Analytics of Conversational Dynamics. EuroVA@EuroVis 2019: 83-87 - 2018
- [c1]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: 1-10
Informal and Other Publications
- 2024
- [i11]Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady:
SyntaxShap: Syntax-aware Explainability Method for Text Generation. CoRR abs/2402.09259 (2024) - [i10]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 abs/2403.07627 (2024) - [i9]Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady:
Challenges and Opportunities in Text Generation Explainability. CoRR abs/2405.08468 (2024) - [i8]Olga Ovcharenko, Rita Sevastjanova, Valentina Boeva:
Feature Clock: High-Dimensional Effects in Two-Dimensional Plots. CoRR abs/2408.01294 (2024) - 2023
- [i7]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 abs/2310.11252 (2023) - 2022
- [i6]Rita Sevastjanova, Mennatallah El-Assady:
Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language. CoRR abs/2207.06897 (2022) - [i5]Rita Sevastjanova, Eren Cakmak, Shauli Ravfogel, Ryan Cotterell, Mennatallah El-Assady:
Visual Comparison of Language Model Adaptation. CoRR abs/2208.08176 (2022) - [i4]Aikaterini-Lida Kalouli, Rita Sevastjanova, Christin Beck, Maribel Romero:
Negation, Coordination, and Quantifiers in Contextualized Language Models. CoRR abs/2209.07836 (2022) - 2021
- [i3]Daniel Seebacher, Maximilian T. Fischer, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady:
Visual Analytics of Conversational Dynamics. CoRR abs/2105.04897 (2021) - [i2]Maximilian T. Fischer, Daniel Seebacher, Rita Sevastjanova, Daniel A. Keim, Mennatallah El-Assady:
CommAID: Visual Analytics for Communication Analysis through Interactive Dynamics Modeling. CoRR abs/2106.06334 (2021) - 2019
- [i1]Fabian Sperrle, Rita Sevastjanova, Rebecca Kehlbeck, Mennatallah El-Assady:
VIANA: Visual Interactive Annotation of Argumentation. CoRR abs/1907.12413 (2019)
Coauthor Index
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