Improving Automatic Source Code Summarization via Deep Reinforcement Learning

Code summarization provides a high level natural language description of the function performed by code, as it can benefit the software maintenance, code categorization and retrieval. To the best of our knowledge, most state-of-the-art approaches follow an encoder-decoder framework which encodes the...

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Bibliographic Details

Published in:	2018 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE) pp. 397 - 407
Main Authors:	Wan, Yao, Zhao, Zhou, Yang, Min, Xu, Guandong, Ying, Haochao, Wu, Jian, Yu, Philip S.
Format:	Conference Proceeding
Language:	English
Published:	ACM 01.09.2018
Subjects:	Code summarization Codes comment generation Decoding deep learning Deep reinforcement learning Long short term memory Measurement Natural languages reinforcement learning Software maintenance Source coding Syntactics Vectors
ISSN:	2643-1572
Online Access:	Get full text
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