Aspect-based API review classification: How far can pre-trained transformer model go?

• Main Authors: YANG, Chengran, XU, Bowen, KHAN, Junaed Younus, UDDIN, Gias, HAN, DongGyun, YANG, Zhou, LO, David
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Software mining; Natural language processing; Multi-label classification; Pre-trained models; Databases and Information Systems; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7697; https://ink.library.smu.edu.sg/context/sis_research/article/8700/viewcontent/aspect.pdf
• Institution: Singapore Management University

APIs (Application Programming Interfaces) are reusable software libraries and are building blocks for modern rapid software development. Previous research shows that programmers frequently share and search for reviews of APIs on the mainstream software question and answer (Q&A) platforms like St...