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43nd ACM SIGPLAN International Conference on Programming Language Design and Implementation (PLDI 2022)
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6th ACM SIGPLAN International Symposium on Machine Programming (MAPS 2022), June 13, 2022, San Diego, CA, USA

MAPS 2022 – Proceedings

 Contents - Abstracts - Authors

6th ACM SIGPLAN International Symposium on Machine Programming (MAPS 2022)

Frontmatter

Title Page
Article: pldiws22mapsforeword-fm000-p doi:
Welcome from the Chairs
Article: pldiws22mapsforeword-fm001-p doi:

Papers

A Systematic Evaluation of Large Language Models of Code
Frank F. Xu, Uri Alon, Graham Neubig, and Vincent Josua Hellendoorn
(Carnegie Mellon University, USA)
Publisher's Version Article: pldiws22mapsmain-p1-p doi:10.1145/3520312.3534862
A Graph Neural Network-Based Performance Model for Deep Learning Applications
Shikhar Singh, James Hegarty, Hugh Leather, and Benoit Steiner
(Meta, USA)
Publisher's Version Article: pldiws22mapsmain-p2-p doi:10.1145/3520312.3534863
Productivity Assessment of Neural Code Completion
Albert Ziegler, Eirini Kalliamvakou, X. Alice Li, Andrew Rice, Devon Rifkin, Shawn Simister, Ganesh Sittampalam, and Edward Aftandilian
(GitHub, USA)
Publisher's Version Article: pldiws22mapsmain-p3-p doi:10.1145/3520312.3534864
From Perception to Programs: Regularize, Overparameterize, and Amortize
Hao Tang and Kevin Ellis
(Cornell University, USA)
Publisher's Version Article: pldiws22mapsmain-p4-p doi:10.1145/3520312.3534865
Predictive Synthesis of API-Centric Code
Daye Nam, Baishakhi Ray, Seohyun Kim, Xianshan Qu, and Satish Chandra
(Carnegie Mellon University, USA; Columbia University, USA; Meta, USA)
Publisher's Version Article: pldiws22mapsmain-p5-p doi:10.1145/3520312.3534866
ExeBench: An ML-Scale Dataset of Executable C Functions
Jordi Armengol-Estapé, Jackson Woodruff, Alexander Brauckmann, José Wesley de Souza Magalhães, and Michael F. P. O'Boyle
(University of Edinburgh, UK)
Publisher's Version Archive submitted (330 kB) Article: pldiws22mapsmain-p10-p doi:10.1145/3520312.3534867
Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle
Julian Dolby, Jason Tsay, and Martin Hirzel
(IBM Research, USA)
Publisher's Version Published Artifact Artifacts Available Article: pldiws22mapsmain-p11-p doi:10.1145/3520312.3534868
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models
Md Rafiqul Islam Rabin, Aftab Hussain, and Mohammad Amin Alipour
(University of Houston, USA)
Publisher's Version Published Artifact Artifacts Available Article: pldiws22mapsmain-p12-p doi:10.1145/3520312.3534869

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