Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables

Author:

Gu Jian1,Gall Harald2

Affiliation:

1. Monash University, Melbourne, Australia

2. University of Zurich, Zurich, Switzerland

Publisher

ACM

Reference42 articles.

1. Ferran Alet , Javier Lopez-Contreras , James Koppel , Maxwell Nye , Armando Solar-Lezama , Tomas Lozano-Perez , Leslie Pack Kaelbling, and Joshua B. Tenenbaum . 2021 . A large-scale benchmark for few-shot program induction and synthesis. In ICML. Ferran Alet, Javier Lopez-Contreras, James Koppel, Maxwell Nye, Armando Solar-Lezama, Tomas Lozano-Perez, Leslie Pack Kaelbling, and Joshua B. Tenenbaum. 2021. A large-scale benchmark for few-shot program induction and synthesis. In ICML.

2. Rohan Bavishi , Michael Pradel , and Koushik Sen . 2018. Context2Name: A Deep Learning-Based Approach to Infer Natural Variable Names from Usage Contexts. ArXiv, abs/1809.05193 ( 2018 ). Rohan Bavishi, Michael Pradel, and Koushik Sen. 2018. Context2Name: A Deep Learning-Based Approach to Infer Natural Variable Names from Usage Contexts. ArXiv, abs/1809.05193 (2018).

3. Sen Chen , Lingling Fan , Chunyang Chen , Ting Su , Wenhe Li , Yang Liu , and Lihua Xu . 2019 . StoryDroid: Automated Generation of Storyboard for Android Apps. 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE), 596–607 . Sen Chen, Lingling Fan, Chunyang Chen, Ting Su, Wenhe Li, Yang Liu, and Lihua Xu. 2019. StoryDroid: Automated Generation of Storyboard for Android Apps. 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE), 596–607.

4. Yiran Cheng and Li Kuang . 2022 . CSRS: Code Search with Relevance Matching and Semantic Matching. ArXiv, abs/2203.07736 (2022). Yiran Cheng and Li Kuang. 2022. CSRS: Code Search with Relevance Matching and Semantic Matching. ArXiv, abs/2203.07736 (2022).

5. Cocycles. 2023 . Bit Cloud: How Teams Build Composable Software Together. https://bit.cloud (Approved Use of the Illustration for Academic Purposes on August 20, 2023 by the Head of Product @ Bit) Cocycles. 2023. Bit Cloud: How Teams Build Composable Software Together. https://bit.cloud (Approved Use of the Illustration for Academic Purposes on August 20, 2023 by the Head of Product @ Bit)

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