PLDI 2022 Co-Located Events
43nd ACM SIGPLAN International Conference on Programming Language Design and Implementation (PLDI 2022)
Powered by
Conference Publishing Consulting
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
Welcome from the Chairs
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
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
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
From Perception to Programs: Regularize, Overparameterize, and Amortize
Hao Tang and Kevin Ellis
(Cornell University, USA)
Publisher's Version
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
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)
Info
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
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
proc time: 5.44