| Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows A Sarkar, I Drosos, R Deline, AD Gordon, C Negreanu, S Rintel, ... arXiv preprint arXiv:2312.16633, 2023 | 2 | 2023 |
| Can GPT-4 Replicate Empirical Software Engineering Research? JT Liang, C Badea, C Bird, R DeLine, D Ford, N Forsgren, T Zimmermann arXiv preprint arXiv:2310.01727, 2023 | 2 | 2023 |
| On the design of ai-powered code assistants for notebooks AM McNutt, C Wang, RA Deline, SM Drucker Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 52 | 2023 |
| What did my AI learn? How data scientists make sense of model behavior ÁA Cabrera, M Tulio Ribeiro, B Lee, R Deline, A Perer, SM Drucker ACM Transactions on Computer-Human Interaction 30 (1), 1-27, 2023 | 32 | 2023 |
| Progressive query computation using streaming architectures DA Fisher, SM Drucker, JD Goldstein, B Chandramouli, RA DeLine, ... US Patent 11,494,414, 2022 | | 2022 |
| Strategies for reuse and sharing among data scientists in software teams W Epperson, AY Wang, R DeLine, SM Drucker Proceedings of the 44th International Conference on Software Engineering …, 2022 | 11 | 2022 |
| Diff in the loop: Supporting data comparison in exploratory data analysis AY Wang, W Epperson, RA DeLine, SM Drucker Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022 | 24 | 2022 |
| How teams communicate about the quality of ML models: a case study at an international technology company J Almahmoud, R DeLine, SM Drucker Proceedings of the ACM on Human-Computer Interaction 5 (GROUP), 1-24, 2021 | 8 | 2021 |
| Glinda: Supporting data science with live programming, GUIs and a Domain-specific Language RA DeLine Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems …, 2021 | 27 | 2021 |
| Fork it: Supporting stateful alternatives in computational notebooks N Weinman, SM Drucker, T Barik, R DeLine Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems …, 2021 | 45 | 2021 |
| Wrex: A unified programming-by-example interaction for synthesizing readable code for data scientists I Drosos, T Barik, PJ Guo, R DeLine, S Gulwani Proceedings of the 2020 CHI conference on human factors in computing systems …, 2020 | 145 | 2020 |
| Software engineering for machine learning: A case study S Amershi, A Begel, C Bird, R DeLine, H Gall, E Kamar, N Nagappan, ... 2019 IEEE/ACM 41st International Conference on Software Engineering …, 2019 | 913 | 2019 |
| Managing messes in computational notebooks A Head, F Hohman, T Barik, SM Drucker, R DeLine Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems …, 2019 | 164 | 2019 |
| Gamut: A design probe to understand how data scientists understand machine learning models F Hohman, A Head, R Caruana, R DeLine, SM Drucker Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019 | 262 | 2019 |
| 2018 Index IEEE Transactions on Software Engineering Vol. 44 A Abdin, J Al Dallal, M Allamanis, ELG Alves, G Antoniol, S Apel, A Armaly, ... IEEE Transactions on Software Engineering 45 (1), 1, 2019 | | 2019 |
| Software engineering for machine learning: a case study. In 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) S Amershi, A Begel, C Bird, R DeLine, H Gall, E Kamar, N Nagappan, ... IEEE, 2019 | 226 | 2019 |
| Progressive query computation using streaming architectures DA Fisher, SM Drucker, JD Goldstein, B Chandramouli, RA DeLine, ... US Patent 10,140,358, 2018 | | 2018 |
| Data scientists in software teams M Kim, T Zimmermann, R DeLine, A Begel Proceedings of the 40th International Conference on Software Engineering, 2018 | 1 | 2018 |
| [Journal First] What Makes a Great Manager of Software Engineers? E Kalliamvakou, C Bird, T Zimmermann, A Begel, R DeLine, DM German 2018 IEEE/ACM 40th International Conference on Software Engineering (ICSE …, 2018 | | 2018 |
| [Journal First] Data Scientists in Software Teams: State of the Art and Challenges M Kim, T Zimmermann, R DeLine, A Begel 2018 IEEE/ACM 40th International Conference on Software Engineering (ICSE …, 2018 | | 2018 |
