| |
Aftandilian, Edward
|
MAPS '22: "Productivity Assessment of ..."
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)
@InProceedings{MAPS22p21,
author = {Albert Ziegler and Eirini Kalliamvakou and X. Alice Li and Andrew Rice and Devon Rifkin and Shawn Simister and Ganesh Sittampalam and Edward Aftandilian},
title = {Productivity Assessment of Neural Code Completion},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {21-20},
doi = {10.1145/3520312.3534864},
year = {2022},
}
 Publisher's Version
Article: pldiws22mapsmain-p3-p doi:10.1145/3520312.3534864
|
| |
Alipour, Mohammad Amin |
MAPS '22: "Syntax-Guided Program Reduction ..."
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models
Md Rafiqul Islam Rabin, Aftab Hussain, and Mohammad Amin Alipour
(University of Houston, USA)
@InProceedings{MAPS22p71,
author = {Md Rafiqul Islam Rabin and Aftab Hussain and Mohammad Amin Alipour},
title = {Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {71-70},
doi = {10.1145/3520312.3534869},
year = {2022},
}
Publisher's Version
 Published Artifact
Artifacts Available
Article: pldiws22mapsmain-p12-p doi:10.1145/3520312.3534869
|
| |
Alon, Uri |
MAPS '22: "A Systematic Evaluation of ..."
A Systematic Evaluation of Large Language Models of Code
Frank F. Xu, Uri Alon, Graham Neubig, and Vincent Josua Hellendoorn
(Carnegie Mellon University, USA)
@InProceedings{MAPS22p1,
author = {Frank F. Xu and Uri Alon and Graham Neubig and Vincent Josua Hellendoorn},
title = {A Systematic Evaluation of Large Language Models of Code},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {1-0},
doi = {10.1145/3520312.3534862},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p1-p doi:10.1145/3520312.3534862
|
| |
Armengol-Estapé, Jordi |
MAPS '22: "ExeBench: An ML-Scale Dataset ..."
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)
@InProceedings{MAPS22p51,
author = {Jordi Armengol-Estapé and Jackson Woodruff and Alexander Brauckmann and José Wesley de Souza Magalhães and Michael F. P. O'Boyle},
title = {ExeBench: An ML-Scale Dataset of Executable C Functions},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {51-50},
doi = {10.1145/3520312.3534867},
year = {2022},
}
Publisher's Version
Archive submitted (330 kB)
Article: pldiws22mapsmain-p10-p doi:10.1145/3520312.3534867
|
| |
Brauckmann, Alexander
|
MAPS '22: "ExeBench: An ML-Scale Dataset ..."
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)
@InProceedings{MAPS22p51,
author = {Jordi Armengol-Estapé and Jackson Woodruff and Alexander Brauckmann and José Wesley de Souza Magalhães and Michael F. P. O'Boyle},
title = {ExeBench: An ML-Scale Dataset of Executable C Functions},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {51-50},
doi = {10.1145/3520312.3534867},
year = {2022},
}
Publisher's Version
Archive submitted (330 kB)
Article: pldiws22mapsmain-p10-p doi:10.1145/3520312.3534867
|
| |
Chandra, Satish
|
MAPS '22: "Predictive Synthesis of API-Centric ..."
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)
@InProceedings{MAPS22p41,
author = {Daye Nam and Baishakhi Ray and Seohyun Kim and Xianshan Qu and Satish Chandra},
title = {Predictive Synthesis of API-Centric Code},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {41-40},
doi = {10.1145/3520312.3534866},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p5-p doi:10.1145/3520312.3534866
|
| |
Dolby, Julian
|
MAPS '22: "Automatically Debugging AutoML ..."
Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle
Julian Dolby, Jason Tsay, and Martin Hirzel
(IBM Research, USA)
@InProceedings{MAPS22p61,
author = {Julian Dolby and Jason Tsay and Martin Hirzel},
title = {Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {61-60},
doi = {10.1145/3520312.3534868},
year = {2022},
}
Publisher's Version
Published Artifact
Artifacts Available
Article: pldiws22mapsmain-p11-p doi:10.1145/3520312.3534868
|
| |
Ellis, Kevin
|
MAPS '22: "From Perception to Programs: ..."
From Perception to Programs: Regularize, Overparameterize, and Amortize
Hao Tang and Kevin Ellis
(Cornell University, USA)
@InProceedings{MAPS22p31,
author = {Hao Tang and Kevin Ellis},
title = {From Perception to Programs: Regularize, Overparameterize, and Amortize},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {31-30},
doi = {10.1145/3520312.3534865},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p4-p doi:10.1145/3520312.3534865
|
| |
Hegarty, James
|
MAPS '22: "A Graph Neural Network-Based ..."
A Graph Neural Network-Based Performance Model for Deep Learning Applications
Shikhar Singh, James Hegarty, Hugh Leather, and Benoit Steiner
(Meta, USA)
@InProceedings{MAPS22p11,
author = {Shikhar Singh and James Hegarty and Hugh Leather and Benoit Steiner},
title = {A Graph Neural Network-Based Performance Model for Deep Learning Applications},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {11-10},
doi = {10.1145/3520312.3534863},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p2-p doi:10.1145/3520312.3534863
|
| |
Hellendoorn, Vincent Josua |
MAPS '22: "A Systematic Evaluation of ..."
A Systematic Evaluation of Large Language Models of Code
Frank F. Xu, Uri Alon, Graham Neubig, and Vincent Josua Hellendoorn
(Carnegie Mellon University, USA)
@InProceedings{MAPS22p1,
author = {Frank F. Xu and Uri Alon and Graham Neubig and Vincent Josua Hellendoorn},
title = {A Systematic Evaluation of Large Language Models of Code},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {1-0},
doi = {10.1145/3520312.3534862},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p1-p doi:10.1145/3520312.3534862
|
| |
Hirzel, Martin |
MAPS '22: "Automatically Debugging AutoML ..."
Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle
Julian Dolby, Jason Tsay, and Martin Hirzel
(IBM Research, USA)
@InProceedings{MAPS22p61,
author = {Julian Dolby and Jason Tsay and Martin Hirzel},
title = {Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {61-60},
doi = {10.1145/3520312.3534868},
year = {2022},
}
Publisher's Version
Published Artifact
Artifacts Available
Article: pldiws22mapsmain-p11-p doi:10.1145/3520312.3534868
|
| |
Hussain, Aftab |
MAPS '22: "Syntax-Guided Program Reduction ..."
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models
Md Rafiqul Islam Rabin, Aftab Hussain, and Mohammad Amin Alipour
(University of Houston, USA)
@InProceedings{MAPS22p71,
author = {Md Rafiqul Islam Rabin and Aftab Hussain and Mohammad Amin Alipour},
title = {Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {71-70},
doi = {10.1145/3520312.3534869},
year = {2022},
}
Publisher's Version
Published Artifact
Artifacts Available
Article: pldiws22mapsmain-p12-p doi:10.1145/3520312.3534869
|
| |
Kalliamvakou, Eirini
|
MAPS '22: "Productivity Assessment of ..."
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)
@InProceedings{MAPS22p21,
author = {Albert Ziegler and Eirini Kalliamvakou and X. Alice Li and Andrew Rice and Devon Rifkin and Shawn Simister and Ganesh Sittampalam and Edward Aftandilian},
title = {Productivity Assessment of Neural Code Completion},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {21-20},
doi = {10.1145/3520312.3534864},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p3-p doi:10.1145/3520312.3534864
|
| |
Kim, Seohyun |
MAPS '22: "Predictive Synthesis of API-Centric ..."
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)
@InProceedings{MAPS22p41,
author = {Daye Nam and Baishakhi Ray and Seohyun Kim and Xianshan Qu and Satish Chandra},
title = {Predictive Synthesis of API-Centric Code},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {41-40},
doi = {10.1145/3520312.3534866},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p5-p doi:10.1145/3520312.3534866
|
| |
Leather, Hugh
|
MAPS '22: "A Graph Neural Network-Based ..."
A Graph Neural Network-Based Performance Model for Deep Learning Applications
Shikhar Singh, James Hegarty, Hugh Leather, and Benoit Steiner
(Meta, USA)
@InProceedings{MAPS22p11,
author = {Shikhar Singh and James Hegarty and Hugh Leather and Benoit Steiner},
title = {A Graph Neural Network-Based Performance Model for Deep Learning Applications},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {11-10},
doi = {10.1145/3520312.3534863},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p2-p doi:10.1145/3520312.3534863
|
| |
Li, X. Alice |
MAPS '22: "Productivity Assessment of ..."
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)
@InProceedings{MAPS22p21,
author = {Albert Ziegler and Eirini Kalliamvakou and X. Alice Li and Andrew Rice and Devon Rifkin and Shawn Simister and Ganesh Sittampalam and Edward Aftandilian},
title = {Productivity Assessment of Neural Code Completion},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {21-20},
doi = {10.1145/3520312.3534864},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p3-p doi:10.1145/3520312.3534864
|
| |
Magalhães, José Wesley de Souza
|
MAPS '22: "ExeBench: An ML-Scale Dataset ..."
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)
@InProceedings{MAPS22p51,
author = {Jordi Armengol-Estapé and Jackson Woodruff and Alexander Brauckmann and José Wesley de Souza Magalhães and Michael F. P. O'Boyle},
title = {ExeBench: An ML-Scale Dataset of Executable C Functions},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {51-50},
doi = {10.1145/3520312.3534867},
year = {2022},
}
Publisher's Version
Archive submitted (330 kB)
Article: pldiws22mapsmain-p10-p doi:10.1145/3520312.3534867
|
| |
Nam, Daye
|
MAPS '22: "Predictive Synthesis of API-Centric ..."
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)
@InProceedings{MAPS22p41,
author = {Daye Nam and Baishakhi Ray and Seohyun Kim and Xianshan Qu and Satish Chandra},
title = {Predictive Synthesis of API-Centric Code},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {41-40},
doi = {10.1145/3520312.3534866},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p5-p doi:10.1145/3520312.3534866
|
| |
Neubig, Graham |
MAPS '22: "A Systematic Evaluation of ..."
A Systematic Evaluation of Large Language Models of Code
Frank F. Xu, Uri Alon, Graham Neubig, and Vincent Josua Hellendoorn
(Carnegie Mellon University, USA)
@InProceedings{MAPS22p1,
author = {Frank F. Xu and Uri Alon and Graham Neubig and Vincent Josua Hellendoorn},
title = {A Systematic Evaluation of Large Language Models of Code},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {1-0},
doi = {10.1145/3520312.3534862},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p1-p doi:10.1145/3520312.3534862
|
| |
O'Boyle, Michael F. P.
|
MAPS '22: "ExeBench: An ML-Scale Dataset ..."
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)
@InProceedings{MAPS22p51,
author = {Jordi Armengol-Estapé and Jackson Woodruff and Alexander Brauckmann and José Wesley de Souza Magalhães and Michael F. P. O'Boyle},
title = {ExeBench: An ML-Scale Dataset of Executable C Functions},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {51-50},
doi = {10.1145/3520312.3534867},
year = {2022},
}
Publisher's Version
Archive submitted (330 kB)
Article: pldiws22mapsmain-p10-p doi:10.1145/3520312.3534867
|
| |
Qu, Xianshan
|
MAPS '22: "Predictive Synthesis of API-Centric ..."
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)
@InProceedings{MAPS22p41,
author = {Daye Nam and Baishakhi Ray and Seohyun Kim and Xianshan Qu and Satish Chandra},
title = {Predictive Synthesis of API-Centric Code},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {41-40},
doi = {10.1145/3520312.3534866},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p5-p doi:10.1145/3520312.3534866
|
| |
Rabin, Md Rafiqul Islam
|
MAPS '22: "Syntax-Guided Program Reduction ..."
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models
Md Rafiqul Islam Rabin, Aftab Hussain, and Mohammad Amin Alipour
(University of Houston, USA)
@InProceedings{MAPS22p71,
author = {Md Rafiqul Islam Rabin and Aftab Hussain and Mohammad Amin Alipour},
title = {Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {71-70},
doi = {10.1145/3520312.3534869},
year = {2022},
}
Publisher's Version
Published Artifact
Artifacts Available
Article: pldiws22mapsmain-p12-p doi:10.1145/3520312.3534869
|
| |
Ray, Baishakhi |
MAPS '22: "Predictive Synthesis of API-Centric ..."
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)
@InProceedings{MAPS22p41,
author = {Daye Nam and Baishakhi Ray and Seohyun Kim and Xianshan Qu and Satish Chandra},
title = {Predictive Synthesis of API-Centric Code},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {41-40},
doi = {10.1145/3520312.3534866},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p5-p doi:10.1145/3520312.3534866
|
| |
Rice, Andrew |
MAPS '22: "Productivity Assessment of ..."
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)
@InProceedings{MAPS22p21,
author = {Albert Ziegler and Eirini Kalliamvakou and X. Alice Li and Andrew Rice and Devon Rifkin and Shawn Simister and Ganesh Sittampalam and Edward Aftandilian},
title = {Productivity Assessment of Neural Code Completion},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {21-20},
doi = {10.1145/3520312.3534864},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p3-p doi:10.1145/3520312.3534864
|
| |
Rifkin, Devon |
MAPS '22: "Productivity Assessment of ..."
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)
@InProceedings{MAPS22p21,
author = {Albert Ziegler and Eirini Kalliamvakou and X. Alice Li and Andrew Rice and Devon Rifkin and Shawn Simister and Ganesh Sittampalam and Edward Aftandilian},
title = {Productivity Assessment of Neural Code Completion},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {21-20},
doi = {10.1145/3520312.3534864},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p3-p doi:10.1145/3520312.3534864
|
| |
Simister, Shawn
|
MAPS '22: "Productivity Assessment of ..."
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)
@InProceedings{MAPS22p21,
author = {Albert Ziegler and Eirini Kalliamvakou and X. Alice Li and Andrew Rice and Devon Rifkin and Shawn Simister and Ganesh Sittampalam and Edward Aftandilian},
title = {Productivity Assessment of Neural Code Completion},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {21-20},
doi = {10.1145/3520312.3534864},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p3-p doi:10.1145/3520312.3534864
|
| |
Singh, Shikhar |
MAPS '22: "A Graph Neural Network-Based ..."
A Graph Neural Network-Based Performance Model for Deep Learning Applications
Shikhar Singh, James Hegarty, Hugh Leather, and Benoit Steiner
(Meta, USA)
@InProceedings{MAPS22p11,
author = {Shikhar Singh and James Hegarty and Hugh Leather and Benoit Steiner},
title = {A Graph Neural Network-Based Performance Model for Deep Learning Applications},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {11-10},
doi = {10.1145/3520312.3534863},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p2-p doi:10.1145/3520312.3534863
|
| |
Sittampalam, Ganesh |
MAPS '22: "Productivity Assessment of ..."
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)
@InProceedings{MAPS22p21,
author = {Albert Ziegler and Eirini Kalliamvakou and X. Alice Li and Andrew Rice and Devon Rifkin and Shawn Simister and Ganesh Sittampalam and Edward Aftandilian},
title = {Productivity Assessment of Neural Code Completion},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {21-20},
doi = {10.1145/3520312.3534864},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p3-p doi:10.1145/3520312.3534864
|
| |
Steiner, Benoit |
MAPS '22: "A Graph Neural Network-Based ..."
A Graph Neural Network-Based Performance Model for Deep Learning Applications
Shikhar Singh, James Hegarty, Hugh Leather, and Benoit Steiner
(Meta, USA)
@InProceedings{MAPS22p11,
author = {Shikhar Singh and James Hegarty and Hugh Leather and Benoit Steiner},
title = {A Graph Neural Network-Based Performance Model for Deep Learning Applications},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {11-10},
doi = {10.1145/3520312.3534863},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p2-p doi:10.1145/3520312.3534863
|
| |
Tang, Hao
|
MAPS '22: "From Perception to Programs: ..."
From Perception to Programs: Regularize, Overparameterize, and Amortize
Hao Tang and Kevin Ellis
(Cornell University, USA)
@InProceedings{MAPS22p31,
author = {Hao Tang and Kevin Ellis},
title = {From Perception to Programs: Regularize, Overparameterize, and Amortize},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {31-30},
doi = {10.1145/3520312.3534865},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p4-p doi:10.1145/3520312.3534865
|
| |
Tsay, Jason |
MAPS '22: "Automatically Debugging AutoML ..."
Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle
Julian Dolby, Jason Tsay, and Martin Hirzel
(IBM Research, USA)
@InProceedings{MAPS22p61,
author = {Julian Dolby and Jason Tsay and Martin Hirzel},
title = {Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {61-60},
doi = {10.1145/3520312.3534868},
year = {2022},
}
Publisher's Version
Published Artifact
Artifacts Available
Article: pldiws22mapsmain-p11-p doi:10.1145/3520312.3534868
|
| |
Woodruff, Jackson
|
MAPS '22: "ExeBench: An ML-Scale Dataset ..."
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)
@InProceedings{MAPS22p51,
author = {Jordi Armengol-Estapé and Jackson Woodruff and Alexander Brauckmann and José Wesley de Souza Magalhães and Michael F. P. O'Boyle},
title = {ExeBench: An ML-Scale Dataset of Executable C Functions},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {51-50},
doi = {10.1145/3520312.3534867},
year = {2022},
}
Publisher's Version
Archive submitted (330 kB)
Article: pldiws22mapsmain-p10-p doi:10.1145/3520312.3534867
|
| |
Xu, Frank F.
|
MAPS '22: "A Systematic Evaluation of ..."
A Systematic Evaluation of Large Language Models of Code
Frank F. Xu, Uri Alon, Graham Neubig, and Vincent Josua Hellendoorn
(Carnegie Mellon University, USA)
@InProceedings{MAPS22p1,
author = {Frank F. Xu and Uri Alon and Graham Neubig and Vincent Josua Hellendoorn},
title = {A Systematic Evaluation of Large Language Models of Code},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {1-0},
doi = {10.1145/3520312.3534862},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p1-p doi:10.1145/3520312.3534862
|
| |
Ziegler, Albert
|
MAPS '22: "Productivity Assessment of ..."
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)
@InProceedings{MAPS22p21,
author = {Albert Ziegler and Eirini Kalliamvakou and X. Alice Li and Andrew Rice and Devon Rifkin and Shawn Simister and Ganesh Sittampalam and Edward Aftandilian},
title = {Productivity Assessment of Neural Code Completion},
booktitle = {Proc.\ MAPS},
publisher = {ACM},
pages = {21-20},
doi = {10.1145/3520312.3534864},
year = {2022},
}
Publisher's Version
Article: pldiws22mapsmain-p3-p doi:10.1145/3520312.3534864
|