Exploring the Learnability of Program Synthesizers by Novice Programmers

Author:

Jayagopal Dhanya1,Lubin Justin1,Chasins Sarah E.1

Affiliation:

1. Electrical Engineering and Computer Sciences, University of California, Berkeley, United States

Funder

National Science Foundation

Publisher

ACM

Reference75 articles.

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2. Guidelines for Human-AI Interaction

3. Matej Balog , Alexander Gaunt , Marc Brockschmidt , Sebastian Nowozin , and Daniel Tarlow . 2017 . DeepCoder: Learning to Write Programs . In Proceedings of ICLR’17 . Matej Balog, Alexander Gaunt, Marc Brockschmidt, Sebastian Nowozin, and Daniel Tarlow. 2017. DeepCoder: Learning to Write Programs. In Proceedings of ICLR’17.

4. Osbert Bastani Xin Zhang and Armando Solar-Lezama. 2019. Synthesizing Queries via Interactive Sketching. CoRR abs/1912.12659(2019). arXiv:1912.12659http://arxiv.org/abs/1912.12659 Osbert Bastani Xin Zhang and Armando Solar-Lezama. 2019. Synthesizing Queries via Interactive Sketching. CoRR abs/1912.12659(2019). arXiv:1912.12659http://arxiv.org/abs/1912.12659

5. Victoria Bellotti and Keith Edwards . 2001. Intelligibility and Accountability: Human Considerations in Context-Aware Systems. Human–Computer Interaction 16, 2-4 (Dec . 2001 ), 193–212. https://doi.org/10.1207/S15327051HCI16234_05 10.1207/S15327051HCI16234_05 Victoria Bellotti and Keith Edwards. 2001. Intelligibility and Accountability: Human Considerations in Context-Aware Systems. Human–Computer Interaction 16, 2-4 (Dec. 2001), 193–212. https://doi.org/10.1207/S15327051HCI16234_05

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