Programming Language Processing (Dagstuhl Seminar 23062)

Authors Michael Pradel, Baishakhi Ray, Charles Sutton, Eran Yahav and all authors of the abstracts in this report

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Author Details

Michael Pradel
  • Universität Stuttgart, DE
Baishakhi Ray
  • Columbia University - New York, US
Charles Sutton
  • Google - Mountain View, US
Eran Yahav
  • Technion - Haifa, IL
and all authors of the abstracts in this report

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Michael Pradel, Baishakhi Ray, Charles Sutton, and Eran Yahav. Programming Language Processing (Dagstuhl Seminar 23062). In Dagstuhl Reports, Volume 13, Issue 2, pp. 20-32, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2023)


This report documents the program and the outcomes of Dagstuhl Seminar 23062 "Programming Language Processing" (PLP). The seminar brought together researchers and practitioners from three communities-software engineering, programming languages, and natural language processing- providing a unique opportunity for cross-fertilization and inter-disciplinary progress. We discussed machine learning models of code, integrating learning-based and traditional program analysis, and learning from natural language information associated with software. The seminar lead to a better understanding of the commonalities and differences between natural and programming languages, and an understanding of the challenges and opportunities in industry adoption of PLP.

Subject Classification

ACM Subject Classification
  • Computing methodologies → Artificial intelligence
  • Computing methodologies → Machine learning
  • Software and its engineering
  • ML4PL
  • ML4SE
  • Neural Software Analysis


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