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 – Preliminary Table of Contents

Contents - Abstracts - Authors

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

Frontmatter

Title Page
Message 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)
Article Search
A Graph Neural Network-Based Performance Model for Deep Learning Applications
Shikhar Singh, James Hegarty, Hugh James Leather, and Benoit Steiner
(Meta, n.n.; University of Edinburgh, UK)
Article Search
Productivity Assessment of Neural Code Completion
Albert Ziegler ORCID logo, Eirini Kalliamvakou, X. Alice Li, Andrew Rice, Devon Rifkin, Shawn Simister, Ganesh Sittampalam, and Edward Aftandilian ORCID logo
(GitHub, n.n.)
Article Search
From Perception to Programs: Regularize, Overparameterize, and Amortize
Hao Tang and Kevin Ellis
(Cornell University, USA)
Article Search
Predictive Synthesis of API-Centric Code
Daye Nam, Baishakhi RayORCID logo, Seohyun Kim, Xianshan Qu, and Satish Chandra
(Carnegie Mellon University, USA; Columbia University, USA; Meta, n.n.)
Article Search
ExeBench: An ML-Scale Dataset of Executable C Functions
Jordi Armengol-Estapé ORCID logo, Jackson Woodruff ORCID logo, Alexander Brauckmann ORCID logo, José Wesley de Souza Magalhães ORCID logo, and Michael O'Boyle ORCID logo
(University of Edinburgh, UK)
Article Search Info
Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle
Julian Dolby, Jason Tsay, and Martin Hirzel
(IBM Research, USA; IBM, USA)
Preprint
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models
Md Rafiqul Islam RabinORCID logo, Aftab Hussain, and Mohammad Amin Alipour
(uh, n.n.; central.uh, n.n.)
Article Search

proc time: 1.86