"More Than Deep Learning": Post-processing for API sequence recommendation

• Main Authors: CHEN, Chi, PENG, Xin, CHEN, Bihuan, SUN, Jun, XING, Zhenchang, WANG, Xin, ZHAO, Wenyun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: API; Recommendation; Deep learning; Encoder-decoder; Post-processing; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/6580; https://ink.library.smu.edu.sg/context/sis_research/article/7583/viewcontent/Chen2021_Article_MoreThanDeepLearningPost_proce__1_.pdf
• Institution: Singapore Management University

In the daily development process, developers often need assistance in finding a sequence of APIs to accomplish their development tasks. Existing deep learning models, which have recently been developed for recommending one single API, can be adapted by using encoder-decoder models together with beam...