A Transformer-Based Approach for Smart Invocation of Automatic Code Completion

Author:

de Moor Aral1ORCID,van Deursen Arie1ORCID,Izadi Maliheh1ORCID

Affiliation:

1. Delft University of Technology, Delft, Netherlands

Publisher

ACM

Reference46 articles.

1. 2023. AI Code Generator. Online. https://aws.amazon.com/codewhisperer/

2. Grounded Copilot: How Programmers Interact with Code-Generating Models

3. Mohammad Bavarian Heewoo Jun Nikolas Tezak John Schulman Christine McLeavey Jerry Tworek and Mark Chen. 2022. Efficient Training of Language Models to Fill in the Middle. arxiv:2207.14255 arXiv:2207.14255 [cs]

4. Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Ponde de Oliveira Pinto Jared Kaplan Harri Edwards Yuri Burda Nicholas Joseph Greg Brockman Alex Ray Raul Puri Gretchen Krueger Michael Petrov Heidy Khlaaf Girish Sastry Pamela Mishkin Brooke Chan Scott Gray Nick Ryder Mikhail Pavlov Alethea Power Lukasz Kaiser Mohammad Bavarian Clemens Winter Philippe Tillet Felipe Petroski Such Dave Cummings Matthias Plappert Fotios Chantzis Elizabeth Barnes Ariel Herbert-Voss William Hebgen Guss Alex Nichol Alex Paino Nikolas Tezak Jie Tang Igor Babuschkin Suchir Balaji Shantanu Jain William Saunders Christopher Hesse Andrew N. Carr Jan Leike Josh Achiam Vedant Misra Evan Morikawa Alec Radford Matthew Knight Miles Brundage Mira Murati Katie Mayer Peter Welinder Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever and Wojciech Zaremba. 2021. Evaluating Large Language Models Trained on Code. arxiv:2107.03374 arXiv:2107.03374 [cs]

5. Mia Xu Chen Benjamin N. Lee Gagan Bansal Yuan Cao Shuyuan Zhang Justin Lu Jackie Tsay Yinan Wang Andrew M. Dai Zhifeng Chen Timothy Sohn and Yonghui Wu. 2019. Gmail Smart Compose: Real-Time Assisted Writing. arxiv:1906.00080 arXiv:1906.00080 [cs]

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