Interpretable Code Summarization

Code summarization is a process of creating a readable natural language from programming source codes. Code summarization has become a popular research topic for software maintenance, code generation, and code recovery. Existing code summarization methods follow the encoding/decoding approach and us...

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Bibliographic Details
Published in:	IEEE transactions on reliability Vol. 74; no. 1; pp. 2280 - 2289
Main Authors:	Kamal, Md Sarwar, Nimmy, Sonia Farhana, Dey, Nilanjan
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.03.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Abstract syntax tree (AST) Algorithms Black boxes code summarization Codes Decoding Encoding-Decoding explainable a Explainable artificial intelligence hidden Markov model (HMM) Hidden Markov models Language LRP Machine learning Mapping Markov chains Natural language Natural languages page rank Recurrent neural networks Source code Source coding Statistical analysis Syntactics Takagi–Sugeno (T–S) fuzzy Words (language)
ISSN:	0018-9529, 1558-1721
Online Access:	Get full text
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