Nov 30, 2020 · We propose a novel approach named ProSy to synthesize API-based programs in Java. The key novelty is to retrieve related knowledge from Javadoc and Stack ...
It assigns higher probabilities to APIs that are more likely to be used in implementing the given task. In the synthesis process, the program sketch with a ...
A novel approach named ProSy is proposed to synthesize API-based programs in Java to retrieve related knowledge from Javadoc and Stack Overflow and then ...
In this paper, we propose a novel probabilistic- model based approach named ProSy to synthesize Java programs which are only composed of APIs. The key idea is ...
PlumX Metrics provide insights into the ways people interact with individual pieces ofresearch output (articles, conference proceedings, book chapters, and many ...
ProSy: API-Based Synthesis with Probabilistic Model. https://doi.org/10.1007 ... Accelerating search-based program synthesis using learned probabilistic models.
Bin-Bin Liu, Wei Dong, Jiaxin Liu, Yating Zhang, Daiyan Wang: ProSy: API-Based Synthesis with Probabilistic Model. J. Comput. Sci. Technol.
A Probabilistic Framework for Temporal Cognitive Diagnosis in Online Learning Systems[J].Journal of Computer Science & Technology,2023,38(6):1203-1222.
Program synthesis is an exciting topic that desires to generate programs satisfying user intent automatically. But in most cases, only small programs for ...
ProSy: API-Based Synthesis with Probabilistic Model. Abstract Program synthesis is an exciting topic that desires to generate programs satisfying user intent ...