Programming Language Processing (Dagstuhl Seminar 23062)

Pradel, Michael; Ray, Baishakhi; Sutton, Charles; Yahav, Eran

doi:10.4230/DagRep.13.2.20

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Programming Language Processing (Dagstuhl Seminar 23062)

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

Part of: Issue: Dagstuhl Reports, Volume 13, Issue 2
Part of: Volume: Dagstuhl Reports, Volume 13
Part of: Journal: Dagstuhl Reports (DagRep)
License: Creative Commons Attribution 4.0 International license
Publication Date: 2023-10-09

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DagRep.13.2.20.pdf

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Document Identifiers

DOI: 10.4230/DagRep.13.2.20
URN: urn:nbn:de:0030-drops-191799

Subject Classification

ACM Subject Classification

Computing methodologies → Artificial intelligence
Computing methodologies → Machine learning
Software and its engineering

Keywords

ML4PL
ML4SE
Neural Software Analysis

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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.

Cite As Get BibTex

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) https://doi.org/10.4230/DagRep.13.2.20

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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