On the effectiveness of pretrained models for API learning

On the effectiveness of pretrained models for API learning

Developers frequently use APIs to implement certain functionalities, such as parsing Excel Files, reading and writing text files line by line, etc. Developers can greatly benefit from automatic API usage sequence generation based on natural language queries for building applications in a faster and...

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Bibliographic Details
Main Authors: HADI, Mohammad Abdul, IMAM NUR BANI YUSUF, Ferdian, Thung, LUONG, Gia Kien, JIANG, Lingxiao, FARD, Fatemeh H., LO, David
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
Subjects:
API
Deep leaning
Transformers
Code search
API sequence
API usage
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/7642
https://ink.library.smu.edu.sg/context/sis_research/article/8645/viewcontent/ICPC22Pretrained.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/7642
https://ink.library.smu.edu.sg/context/sis_research/article/8645/viewcontent/ICPC22Pretrained.pdf

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