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...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on reliability Jg. 74; H. 1; S. 2280 - 2289
Hauptverfasser:	Kamal, Md Sarwar, Nimmy, Sonia Farhana, Dey, Nilanjan
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.03.2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!