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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
1032017
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
662017
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
462019
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, ...
422018
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
342018
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
312019
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
252021
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
232021
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
192018
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
182022
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
182022
Negation, coordination, and quantifiers in contextualized language models
AL Kalouli, R Sevastjanova, C Beck, M Romero
arXiv preprint arXiv:2209.07836, 2022
142022
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
142019
Mixed-initiative active learning for generating linguistic insights in question classification
R Sevastjanova, M El-Assady, A Hautli-Janisz, AL Kalouli, R Kehlbeck, ...
122018
Beware the Rationalization Trap! When Language Model Explainability diverges from our Mental Models of Language
R Sevastjanova, M El-Assady
12*
Visinreport: Complementing visual discourse analytics through personalized insight reports
R Sevastjanova, M El-Assady, A Bradley, C Collins, M Butt, D Keim
IEEE Transactions on Visualization and Computer Graphics 28 (12), 4757-4769, 2021
112021
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
112021
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
112019
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
102018
Semantic color mapping: A pipeline for assigning meaningful colors to text
M El-Assady, R Kehlbeck, Y Metz, U Schlegel, R Sevastjanova, F Sperrle, ...
2022 IEEE 4th Workshop on Visualization Guidelines in Research, Design, and …, 2022
92022
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