InfeRE: Step-by-Step Regex Generation via Chain of Inference

Automatically generating regular expressions (abbrev. regexes) from natural language description (NL2RE) has been an emerging research area. Prior studies treat regex as a linear sequence of tokens and generate the final expressions autoregressively in a single pass. They did not take into account t...

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Bibliographic Details

Published in:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] pp. 1505 - 1515
Main Authors:	Zhang, Shuai, Gu, Xiaodong, Chen, Yuting, Shen, Beijun
Format:	Conference Proceeding
Language:	English
Published:	IEEE 11.09.2023
Subjects:	Benchmark testing Chain of Inference Codes Decoding Natural languages Regex Generation Robustness Self-Consistency Decoding Software engineering Task analysis
ISSN:	2643-1572
Online Access:	Get full text
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