Rita Sevastjanova
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Progressive learning of topic modeling parameters: A visual analytics framework
M El-Assady, R Sevastjanova, F Sperrle, D Keim, C Collins
IEEE transactions on visualization and computer graphics 24 (1), 382-391, 2017
NEREx: Named‐Entity Relationship Exploration in Multi‐Party Conversations
M El‐Assady, R Sevastjanova, B Gipp, D Keim, C Collins
Computer Graphics Forum 36 (3), 213-225, 2017
Going beyond visualization: Verbalization as complementary medium to explain machine learning models
R Sevastjanova, F Beck, B Ell, C Turkay, R Henkin, M Butt, DA Keim, ...
Towards XAI: structuring the processes of explanations
M El-Assady, W Jentner, R Kehlbeck, U Schlegel, R Sevastjanova, ...
Proceedings of the ACM Workshop on Human-Centered Machine Learning, Glasgow …, 2019
ThreadReconstructor: Modeling reply‐chains to untangle conversational text through visual analytics
M El‐Assady, R Sevastjanova, D Keim, C Collins
Computer Graphics Forum 37 (3), 351-365, 2018
VIANA: Visual interactive annotation of argumentation
F Sperrle, R Sevastjanova, R Kehlbeck, M El-Assady
2019 IEEE Conference on Visual Analytics Science and Technology (VAST), 11-22, 2019
Questioncomb: A gamification approach for the visual explanation of linguistic phenomena through interactive labeling
R Sevastjanova, W Jentner, F Sperrle, R Kehlbeck, J Bernard, ...
ACM Transactions on Interactive Intelligent Systems (TiiS) 11 (3-4), 1-38, 2021
Explaining Contextualization in Language Models using Visual Analytics.
R Sevastjanova, AL Kalouli, C Beck, H Schäfer, M El-Assady
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
Minions, sheep, and fruits: Metaphorical narratives to explain artificial intelligence and build trust
W Jentner, R Sevastjanova, F Stoffel, DA Keim, J Bernard, M El-Assady
lingvis. io-A linguistic visual analytics framework
M El-Assady, W Jentner, F Sperrle, R Sevastjanova, A Hautli, M Butt, ...
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
Visual comparison of language model adaptation
R Sevastjanova, E Cakmak, S Ravfogel, R Cotterell, M El-Assady
IEEE Transactions on Visualization and Computer Graphics 29 (1), 1178-1188, 2022
LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores
R Sevastjanova, A Kalouli, C Beck, H Hauptmann, M El‐Assady
Computer Graphics Forum 41 (3), 295-307, 2022
Mixed-initiative active learning for generating linguistic insights in question classification
R Sevastjanova, M El-Assady, A Hautli-Janisz, AL Kalouli, R Kehlbeck, ...
Negation, coordination, and quantifiers in contextualized language models
AL Kalouli, R Sevastjanova, C Beck, M Romero
arXiv preprint arXiv:2209.07836, 2022
Parhistvis: visualization of parallel multilingual historical data
AL Kalouli, R Kehlbeck, R Sevastjanova, K Kaiser, GA Kaiser, M Butt
Proceedings of the 1st International Workshop on Computational Approaches to …, 2019
Beware the Rationalization Trap! When Language Model Explainability diverges from our Mental Models of Language
R Sevastjanova, M El-Assady
LTMA: Layered topic matching for the comparative exploration, evaluation, and refinement of topic modeling results
M El-Assady, F Sperrle, R Sevastjanova, M Sedlmair, D Keim
2018 International Symposium on Big Data Visual and Immersive Analytics …, 2018
CommAID: Visual analytics for communication analysis through interactive dynamics modeling
MT Fischer, D Seebacher, R Sevastjanova, DA Keim, M El‐Assady
Computer Graphics Forum 40 (3), 25-36, 2021
MediCoSpace: Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs
S van der Linden, R Sevastjanova, M Funk, M El-Assady
ACM Transactions on Management Information Systems 14 (2), 1-20, 2023
Visual analytics of conversational dynamics
D Seebacher, MT Fischer, R Sevastjanova, DA Keim, M El-Assady
arXiv preprint arXiv:2105.04897, 2021
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