| 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 | 78 | 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 | 52 | 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, ... Workshop on Visualization for AI Explainability at IEEE VIS, 2018 | 32 | 2018 |
| 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 | 23 | 2018 |
| 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 | 22 | 2019 |
| 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 | 14 | 2019 |
| 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 | 12 | 2019 |
| 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 Workshop on Visualization for AI Explainability at IEEE, 2018 | 12 | 2018 |
| 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 | 10 | 2019 |
| Mixed-initiative active learning for generating linguistic insights in question classification R Sevastjanova, M El-Assady, A Hautli-Janisz, AL Kalouli, R Kehlbeck, ... 3rd workshop on data systems for interactive analysis (DSIA) at IEEE VIS, 2018 | 10 | 2018 |
| Explaining Contextualization in Language Models using Visual Analytics. R Sevastjanova, AL Kalouli, C Beck, H Schäfer, M El-Assady ACL-IJCNLP 2021-59th Annual Meeting of the Association for Computational …, 2021 | 8 | 2021 |
| 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 | 7 | 2018 |
| 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 | 6 | 2021 |
| Visual analytics of conversational dynamics D Seebacher, MT Fischer, R Sevastjanova, DA Keim, M El-Assady arXiv preprint arXiv:2105.04897, 2021 | 6 | 2021 |
| XplaiNLI: Explainable natural language inference through visual analytics AL Kalouli, R Sevastjanova, V De Paiva, R Crouch, M El-Assady Proceedings of the 28th International Conference on Computational …, 2020 | 4 | 2020 |
| Shall we play?–extending the visual analytics design space through gameful design concepts R Sevastjanova, H Schäfer, J Bernard, D Keim, M El-Assady 2019 IEEE Workshop on Machine Learning from User Interaction for …, 2019 | 4 | 2019 |
| 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 | 3 | 2022 |
| 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 | 3 | 2021 |
| Beware the Rationalization Trap! When Language Model Explainability diverges from our Mental Models of Language R Sevastjanova, M El-Assady | 3* | |
| Is that really a question?: Going beyond factoid questions in NLP AL Kalouli, R Kehlbeck, R Sevastjanova, O Deussen, DA Keim, M Butt 14th International Conference on Computational Semantics: IWCS 2021, 132-143, 2021 | 2 | 2021 |
