| Interactive topic modeling Y Hu, J Boyd-Graber, B Satinoff, A Smith Machine Learning 95 (3), 423-469, 2014 | 494 | 2014 |
| Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies V Lai, C Chen, QV Liao, A Smith-Renner, C Tan arXiv preprint arXiv:2112.11471, 2021 | 183 | 2021 |
| 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 | 144 | 2020 |
| 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 | 127 | 2017 |
| 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 | 107 | 2018 |
| Hiérarchie: Interactive visualization for hierarchical topic models A Smith, T Hawes, M Myers Proceedings of the Workshop on Interactive Language Learning, Visualization …, 2014 | 73 | 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 | 70 | 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 | 70 | 2013 |
| Towards a Science of Human-AI Decision Making: An Overview of Design Space in Empirical Human-Subject Studies V Lai, C Chen, A Smith-Renner, QV Liao, C Tan Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 62 | 2023 |
| 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 | 46 | 2017 |
| 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 | 31 | 2018 |
| From” Explainable AI” to” Graspable AI” M Ghajargar, J Bardzell, AS Renner, PG Krogh, K Höök, D Cuartielles, ... Proceedings of the Fifteenth International Conference on Tangible, Embedded …, 2021 | 30 | 2021 |
| 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 | 29 | 2019 |
| 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 | 29 | 2014 |
| Mapping the Design Space of Human-AI Interaction in Text Summarization R Cheng, A Smith-Renner, K Zhang, JR Tetreault, A Jaimes arXiv preprint arXiv:2206.14863, 2022 | 28 | 2022 |
| 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 | 23 | 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 | 20 | 2020 |
| Human-Centered Evaluation of Explanations J Boyd-Graber, S Carton, S Feng, QV Liao, T Lombrozo, A Smith-Renner, ... Proceedings of the 2022 Conference of the North American Chapter of the …, 2022 | 17 | 2022 |
| Graspable AI: Physical Forms as Explanation Modality for Explainable AI M Ghajargar, J Bardzell, AM Smith-Renner, K Höök, PG Krogh Sixteenth International Conference on Tangible, Embedded, and Embodied …, 2022 | 17 | 2022 |
| Towards an Explainable Threat Detection Tool. A Smith-Renner, R Rua, M Colony IUI Workshops, 2019 | 17 | 2019 |
Jordan Boyd-GraberFull Professor, University of MarylandVerified email at umiacs.umd.edu
