CAT-LM: Training Language Models on Aligned Code And Tests

CAT-LM: Training Language Models on Aligned Code And Tests

2 October 2023

Claire Le Goues

Vincent J. Hellendoorn

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Papers citing "CAT-LM: Training Language Models on Aligned Code And Tests"

11 / 11 papers shown

Title
Evaluating the Ability of Large Language Models to Generate Verifiable Specifications in VeriFast Marilyn Rego Wen Fan Xin Hu Sanya Dod Zhaorui Ni Danning Xie Jenna DiVincenzo Lin Tan LRM 101 3 0 04 Nov 2024
Efficient Training of Language Models to Fill in the Middle Mohammad Bavarian Heewoo Jun Nikolas Tezak John Schulman C. McLeavey Jerry Tworek Mark Chen 73 195 0 28 Jul 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 69 647 0 12 Apr 2022
Training Compute-Optimal Large Language Models Jordan Hoffmann Sebastian Borgeaud A. Mensch Elena Buchatskaya Trevor Cai ... Karen Simonyan Erich Elsen Jack W. Rae Oriol Vinyals Laurent Sifre AI4TS 203 1,949 0 29 Mar 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 289 1,580 0 02 Sep 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 231 5,539 0 07 Jul 2021
ReAssert: Deep Learning for Assert Generation Robert White J. Krinke 43 15 0 19 Nov 2020
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis Shuo Ren Daya Guo Shuai Lu Long Zhou Shujie Liu Duyu Tang Neel Sundaresan M. Zhou Ambrosio Blanco Shuai Ma ELM 112 534 0 22 Sep 2020
Unit Test Case Generation with Transformers and Focal Context Michele Tufano Dawn Drain Alexey Svyatkovskiy Shao Kun Deng Neel Sundaresan ViT 43 186 0 11 Sep 2020
The Adverse Effects of Code Duplication in Machine Learning Models of Code Miltiadis Allamanis 61 320 0 16 Dec 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 226 1,169 0 29 Apr 2018