| Interactive topic modeling Y Hu, J Boyd-Graber, B Satinoff, A Smith Machine Learning 95 (3), 423-469, 2014 | 321 | 2014 |
| The human touch: How non-expert users perceive, interpret, and fix topic models TY Lee, A Smith, K Seppi, N Elmqvist, J Boyd-Graber, L Findlater International Journal of Human-Computer Studies 105, 28-42, 2017 | 62 | 2017 |
| Hiérarchie: Interactive visualization for hierarchical topic models A Smith, T Hawes, M Myers Proceedings of the Workshop on Interactive Language Learning, Visualization …, 2014 | 52 | 2014 |
| TopicFlow: visualizing topic alignment of Twitter data over time S Malik, A Smith, T Hawes, P Papadatos, J Li, C Dunne, B Shneiderman Proceedings of the 2013 IEEE/ACM International Conference on Advances in …, 2013 | 48 | 2013 |
| Topicflow: visualizing topic alignment of twitter data over time S Malik, A Smith, T Hawes, P Papadatos, J Li, C Dunne, B Shneiderman Proceedings of the 2013 IEEE/ACM international conference on advances in …, 2013 | 48 | 2013 |
| Closing the Loop: User-Centered Design and Evaluation of a Human-in-the-Loop Topic Modeling System A Smith, V Kumar, J Boyd-Graber, K Seppi, L Findlater 23rd International Conference on Intelligent User Interfaces, 293-304, 2018 | 41 | 2018 |
| Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels A Smith, TY Lee, F Poursabzi-Sangdeh, J Boyd-Graber, N Elmqvist, ... Transactions of the Association for Computational Linguistics 5, 1-15, 2017 | 31 | 2017 |
| Concurrent visualization of relationships between words and topics in topic models A Smith, J Chuang, Y Hu, J Boyd-Graber, L Findlater Proceedings of the Workshop on Interactive Language Learning, Visualization …, 2014 | 20 | 2014 |
| No Explainability without Accountability: An Empirical Study of Explanations and Feedback in Interactive ML A Smith-Renner, R Fan, M Birchfield, T Wu, J Boyd-Graber, DS Weld, ... Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems …, 2020 | 12 | 2020 |
| Uncertainty in current and future health wearables B Knowles, A Smith-Renner, F Poursabzi-Sangdeh, D Lu, H Alabi Communications of the ACM 61 (12), 62-67, 2018 | 12 | 2018 |
| Visual analysis of topical evolution in unstructured text: Design and evaluation of topicflow A Smith, S Malik, B Shneiderman Applications of Social Media and Social Network Analysis, 159-175, 2015 | 11 | 2015 |
| Visual analysis of topical evolution in unstructured text: Design and evaluation of topicflow A Smith, S Malik, B Shneiderman Applications of Social Media and Social Network Analysis, 159-175, 2015 | 11 | 2015 |
| Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models V Kumar, A Smith-Renner, L Findlater, K Seppi, J Boyd-Graber arXiv preprint arXiv:1905.09864, 2019 | 6 | 2019 |
| Emerging Perspectives in Human-Centered Machine Learning G Ramos, J Suh, S Ghorashi, C Meek, R Banks, S Amershi, R Fiebrink, ... Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing …, 2019 | 5 | 2019 |
| Towards an Explainable Threat Detection Tool. A Smith-Renner, R Rua, M Colony IUI Workshops, 2019 | 4 | 2019 |
| Digging into user control: perceptions of adherence and instability in transparent models A Smith-Renner, V Kumar, J Boyd-Graber, K Seppi, L Findlater Proceedings of the 25th International Conference on Intelligent User …, 2020 | 3 | 2020 |
| ExSS: explainable smart systems 2019 B Lim, A Sarkar, A Smith-Renner, S Stumpf Proceedings of the 24th International Conference on Intelligent User …, 2019 | 3 | 2019 |
| The Problem of Explanations without User Feedback A Smith, JJ Nolan | 1 | 2018 |
| Towards an automated intelligence product generation capability AM Smith, TW Hawes, JJ Nolan Next-Generation Analyst III 9499, 94990R, 2015 | 1 | 2015 |
| TopicFlow: Visualizing topic alignment of twitter data over time A Smith, JL Panagis, MS Papadatos CMSC734-Information Visualization, 2012 | 1 | 2012 |
Jordan Boyd-GraberAssociate Professor, University of MarylandVerified email at umiacs.umd.edu
