Studying the effect of AI Code Generators on Supporting Novice Learners
in Introductory Programming

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Studying the effect of AI Code Generators on Supporting Novice Learners in Introductory Programming

15 February 2023

Majeed Kazemitabaar

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Papers citing "Studying the effect of AI Code Generators on Supporting Novice Learners in Introductory Programming"

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Title
Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support Kevin Pu Daniel Lazaro Ian Arawjo Haijun Xia Ziang Xiao Tovi Grossman Yan Chen 120 5 0 25 Feb 2025
Scaffolding Progress: How Structured Editors Shape Novice Errors When Transitioning from Blocks to Text Majeed Kazemitabaar Viktar Chyhir David Weintrop Tovi Grossman 29 5 0 11 Feb 2023
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models Sami Sarsa Paul Denny Arto Hellas Juho Leinonen ELM 168 356 0 03 Jun 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 533 6,301 0 05 Apr 2022
Investigating Explainability of Generative AI for Code through Scenario-based Design Jiao Sun Q. V. Liao Michael J. Muller Mayank Agarwal Stephanie Houde Kartik Talamadupula Justin D. Weisz 71 160 0 10 Feb 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 148 1,425 0 08 Feb 2022
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 238 5,665 0 07 Jul 2021
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 178 2,672 0 19 Feb 2020
DeepCoder: Learning to Write Programs Matej Balog Alexander L. Gaunt Marc Brockschmidt Sebastian Nowozin Daniel Tarlow AIMat NAI 103 575 0 07 Nov 2016
Latent Predictor Networks for Code Generation Wang Ling Edward Grefenstette Karl Moritz Hermann Tomás Kociský A. Senior Fumin Wang Phil Blunsom 64 384 0 22 Mar 2016