A syntax-guided multi-task learning approach for Turducken-style code generation

Due to the development of pre-trained language models, automated code generation techniques have shown great promise in recent years. However, the generated code will not always adhere to syntactic constraints of the target language, especially in the case of Turducken-style code, where declarative...

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Vydáno v:	Empirical software engineering : an international journal Ročník 28; číslo 6; s. 141
Hlavní autoři:	Yang, Guang, Zhou, Yu, Chen, Xiang, Zhang, Xiangyu, Xu, Yiran, Han, Tingting, Chen, Taolue
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.11.2023 Springer Nature B.V
Témata:	Algorithms Compilers Computer Science Constraint modelling Decoding Interpreters Programming Languages Representations Software Engineering/Programming and Operating Systems Syntax Turducken-style code CodeT5 Multi-task learning Abstract syntax tree Syntactically-constrained code generation
ISSN:	1382-3256, 1573-7616
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