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Programming Language Processing (Dagstuhl Seminar 23062)

Authors: Michael Pradel, Baishakhi Ray, Charles Sutton, and Eran Yahav

Published in: Dagstuhl Reports, Volume 13, Issue 2 (2023)

Abstract

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.

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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)

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@Article{pradel_et_al:DagRep.13.2.20,
  author =	{Pradel, Michael and Ray, Baishakhi and Sutton, Charles and Yahav, Eran},
  title =	{{Programming Language Processing (Dagstuhl Seminar 23062)}},
  pages =	{20--32},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2023},
  volume =	{13},
  number =	{2},
  editor =	{Pradel, Michael and Ray, Baishakhi and Sutton, Charles and Yahav, Eran},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.13.2.20},
  URN =		{urn:nbn:de:0030-drops-191799},
  doi =		{10.4230/DagRep.13.2.20},
  annote =	{Keywords: ML4PL, ML4SE, Neural Software Analysis}
}

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Programming Language Processing (Dagstuhl Seminar 23062)

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