Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer

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Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky Keung

Published: 2023, Last Modified: 16 Jan 2026J. Syst. Softw. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Introducing the ambiguity issue in Stack Overflow title generation.•Using nucleus sampling to increase the diversity of generation.•Proposing maximal marginal ranking to select the best titles.