Topics

Note - Deadline for submission extended to Aug 20th. See below

The symposium welcomes papers on all aspects that combine software engineering, programming languages, and machine learning, including (and not limited to):

• Machine learning methods trained over source code, including applications to software development tools and program synthesis.
• Application of machine learning to compilation and run-time scheduling.
• Collaborative human/computer programming (i.e., conversational programming).
• Empirical studies on different aspects of large language models for code
• User studies and usability analysis of AI-based programming tools
• User interface and interaction design for AI-based programming tools
• Deterministic and stochastic program synthesis.
• Infrastructure and techniques for mining and analyzing large code bases.
• Interoperability between machine learning frameworks and existing code bases.
• Probabilistic and differentiable programming.
• Programming language and compiler support for machine learning applications.
• Programming language support and implementation of machine learning frameworks
• Neurosymbolic and intentional programming

How to Submit

All submissions must be made through HotCRP. Submissions must be in English, and papers should be in PDF and format with 4 to up to 8 pages. All the submission should follow the ESEC/FSE 2023 Format and Submission Guideline. The submissions will be judged based on the merit of the ideas rather than the length. Submissions must be made through the online submission site.

MAPS 2023 is non-archival and thus dual submission is allowed where permitted by third parties. Authors will have the option to decide whether having their final paper accessible from the workshop website or not.

Important Dates – Time Zone: AoE (UTC-12h)

• Submission Deadline: August 20, 2023
• Author Notification: October 2, 2023 (Previous notification date, September 22, has been updated)
• Camera-Ready Deadline: TBD

Travel Support

MAPS 2023 Workshop provides the travel support for paticipants through NSF travel awards. See Travel Support for details