| 2021 | QScored: A Large Dataset of Code Smells and Quality Metrics. | Tushar Sharma, Marouane Kessentini |
| 2021 | Learning Off-By-One Mistakes: An Empirical Study. | Hendrig Sellik, Onno van Paridon, Georgios Gousios, Maurcio Aniche |
| 2021 | Challenges in Developing Desktop Web Apps: a Study of Stack Overflow and GitHub. | Gian Luca Scoccia, Patrizio Migliarini, Marco Autili |
| 2021 | Mining API Interactions to Analyze Software Revisions for the Evolution of Energy Consumption. | Andreas Schuler, Gabriele Kotsis |
| 2021 | Can I Solve It? Identifying APIs Required to Complete OSS Tasks. | Fabio Santos, Igor Wiese, Bianca Trinkenreich, Igor Steinmacher, Anita Sarma, Marco Aurlio Gerosa |
| 2021 | Tracing Vulnerable Code Lineage. | David Reid, Kalvin Eng, Chris Bogart, Adam Tutko |
| 2021 | Search4Code: Code Search Intent Classification Using Weak Supervision. | Nikitha Rao, Chetan Bansal, Joe Guan |
| 2021 | KGTorrent: A Dataset of Python Jupyter Notebooks from Kaggle. | Luigi Quaranta, Fabio Calefato, Filippo Lanubile |
| 2021 | JITLine: A Simpler, Better, Faster, Finer-grained Just-In-Time Defect Prediction. | Chanathip Pornprasit, Chakkrit Tantithamthavorn |
| 2021 | Identifying Critical Projects via PageRank and Truck Factor. | Rolf-Helge Pfeiffer |
| 2021 | On the Distribution of "Simple Stupid Bugs" in Unit Test Files: An Exploratory Study. | Anthony Peruma, Christian D. Newman |
| 2021 | Attention-based model for predicting question relatedness on Stack Overflow. | Jiayan Pei, Yimin Wu, Zishan Qin, Yao Cong, Jingtao Guan |
| 2021 | Mining DEV for social and technical insights about software development. | Maria Papoutsoglou, Johannes Wachs, Georgia M. Kapitsaki |
| 2021 | Andromeda: A Dataset of Ansible Galaxy Roles and Their Evolution. | Ruben Opdebeeck, Ahmed Zerouali, Coen De Roover |
| 2021 | On the Rise and Fall of Simple Stupid Bugs: a Life-Cycle Analysis of SStuBs. | Balzs Mosolyg, Norbert Vndor, Gbor Antal, Pter Hegeds |
| 2021 | Rollback Edit Inconsistencies in Developer Forum. | Saikat Mondal, Gias Uddin, Chanchal K. Roy |
| 2021 | ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference. | Amir M. Mir, Evaldas Latoskinas, Georgios Gousios |
| 2021 | Applying CodeBERT for Automated Program Repair of Java Simple Bugs. | Ehsan Mashhadi, Hadi Hemmati |
| 2021 | How Java Programmers Test Exceptional Behavior. | Diego Marcilio, Carlo A. Furia |
| 2021 | Studying the Change Histories of Stack Overflow and GitHub Snippets. | Saraj Singh Manes, Olga Baysal |
| 2021 | Comparative Study of Feature Reduction Techniques in Software Change Prediction. | Ruchika Malhotra, Ritvik Kapoor, Deepti Aggarwal, Priya Garg |
| 2021 | Mining the ROS ecosystem for Green Architectural Tactics in Robotics and an Empirical Evaluation. | Ivano Malavolta, Katerina Chinnappan, Stan Swanborn, Grace A. Lewis, Patricia Lago |
| 2021 | A large-scale study on human-cloned changes for automated program repair. | Fernanda Madeiral, Thomas Durieux |
| 2021 | Building the Collaboration Graph of Open-Source Software Ecosystem. | Elena Lyulina, Mahmoud Jahanshahi |
| 2021 | AndroCT: Ten Years of App Call Traces in Android. | Wen Li, Xiaoqin Fu, Haipeng Cai |