Revisiting, Benchmarking and Exploring API Recommendation: How Far Are We?

Author:

Peng Yun1ORCID,Li Shuqing1ORCID,Gu Wenwei1,Li Yichen1,Wang Wenxuan1,Gao Cuiyun2ORCID,Lyu Michael R.1

Affiliation:

1. Chinese University of Hong Kong, Hong Kong, China

2. Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies, Harbin Institute of Technology, Shenzhen, China

Funder

Research Grants Council of the Hong Kong Special Administrative Region

General Research Fund

National Natural Science Foundation of China

Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies

Stable support plan for colleges and universities in Shenzhen

Major Key Project of PCL

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Software

Reference71 articles.

1. Stack exchange data dump,2021

2. The replication package for NLP2API;rahman,2021

3. Collective intelligence for smarter API recommendations in python;renika d’souza;Proc IEEE 16th Int Work Conf Source Code Anal Manipulation,2016

4. NLP2API: Query Reformulation for Code Search Using Crowdsourced Knowledge and Extra-Large Data Analytics

5. Measuring nominal scale agreement among many raters.

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