ICSE 2024 (series) / MSR 2024 (series) / Data and Tool Showcase Track /
Bidirectional Paper-Repository Tracing in Software Engineering
Tue 16 Apr 2024 12:10 - 12:14 at Grande Auditório - Software Evolution & Analysis Chair(s): Vladimir Kovalenko
While computer science papers frequently include their associated code repositories, establishing a clear link between papers and their corresponding implementations can be challenging due to the number of code repositories used by research publications. In this paper we describe a lightweight method for effectively identifying bidirectional links between papers and repositories from both LaTeX and PDF sources. We have used our approach to analyze more than 14000 PDF and Latex files in the Software Engineering category of Arxiv, generating a dataset of more than 1400 paper-code implementations and assessing current citation practices on it.
Tue 16 AprDisplayed time zone: Lisbon change
Tue 16 Apr
Displayed time zone: Lisbon change
11:00 - 12:30 | Software Evolution & AnalysisTechnical Papers / Data and Tool Showcase Track / Industry Track at Grande Auditório Chair(s): Vladimir Kovalenko JetBrains Research | ||
11:00 12mTalk | Unveiling ChatGPT's Usage in Open Source Projects: A Mining-based Study Technical Papers Rosalia Tufano Università della Svizzera Italiana, Antonio Mastropaolo Università della Svizzera italiana, Federica Pepe University of Sannio, Ozren Dabic Software Institute, Università della Svizzera italiana (USI), Switzerland, Massimiliano Di Penta University of Sannio, Italy, Gabriele Bavota Software Institute @ Università della Svizzera Italiana | ||
11:12 12mTalk | DRMiner: A Tool For Identifying And Analyzing Refactorings In Dockerfile Technical Papers Emna Ksontini University of Michigan - Dearborn, Aycha Abid Oakland University, Rania Khalsi University of Michigan - Flint, Marouane Kessentini University of Michigan - Flint | ||
11:24 12mTalk | A Large-Scale Empirical Study of Open Source License Usage: Practices and Challenges Technical Papers Jiaqi Wu Zhejiang University, Lingfeng Bao Zhejiang University, Xiaohu Yang Zhejiang University, Xin Xia Huawei Technologies, Xing Hu Zhejiang University | ||
11:36 12mTalk | Analyzing the Evolution and Maintenance of ML Models on Hugging Face Technical Papers Joel Castaño Fernández Universitat Politècnica de Catalunya, Silverio Martínez-Fernández UPC-BarcelonaTech, Xavier Franch Universitat Politècnica de Catalunya, Justus Bogner Vrije Universiteit Amsterdam Link to publication Pre-print | ||
11:48 12mTalk | On the Anatomy of Real-World R Code for Static Analysis Technical Papers Florian Sihler Ulm University, Lukas Pietzschmann Ulm University, Raphael Straub Ulm University, Matthias Tichy Ulm University, Germany, Andor Diera Ulm University, Abdelhalim Dahou GESIS Leibniz Institute for the Social Sciences Pre-print File Attached | ||
12:00 6mTalk | Encoding Version History Context for Better Code Representation Technical Papers Huy Nguyen The University of Melbourne, Christoph Treude Singapore Management University, Patanamon Thongtanunam University of Melbourne Pre-print | ||
12:06 4mTalk | CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code Data and Tool Showcase Track Martin Weyssow DIRO, Université de Montréal, Claudio Di Sipio University of L'Aquila, Davide Di Ruscio University of L'Aquila, Houari Sahraoui DIRO, Université de Montréal | ||
12:10 4mTalk | Bidirectional Paper-Repository Tracing in Software Engineering Data and Tool Showcase Track Daniel Garijo , Miguel Arroyo Universidad Politécnica de Madrid, Esteban González Guardia Universidad Politécnica de Madrid, Christoph Treude Singapore Management University, Nicola Tarocco CERN | ||
12:14 4mTalk | DistilKaggle: A Distilled Dataset of Kaggle Jupyter Notebooks Data and Tool Showcase Track Mojtaba Mostafavi Department of Computer Engineering of Sharif University of Technology, Arash Asgari Department of Computer Engineering of Sharif University of Technology, Mohammad Abolnejadian Department of Computer Engineering of Sharif University of Technology, Abbas Heydarnoori Bowling Green State University | ||
12:18 5mTalk | Estimating Usage of Open Source Projects Industry Track | ||