Application and Evaluation of Large Language Models for the Generation of Survey Questions

• DOI: 10.1145/3583780.3615506
• Publication Date: 2023-10-21T07:45:42Z
• Authors: Antonio Maiorino; Zoe Padgett; Chun Wang; Misha Yakubovskiy; Peng Jiang
• Keywords: Presentation (obstetrics); Feature (linguistics)

Generative Language Models have shown promising results in various domains, and some of the most successful applications are related to "concept expansion", which is task generating extensive text based on concise instructions provided through a "seed" prompt. In this presentation we will discuss recent work conducted by Data Science team at SurveyMonkey, where recently introduced new feature that harnesses AI models streamline survey design process. With users can effortlessly initiate process specifying their desired objectives prompt, allowing them automate creation surveys include critical aspects they wish investigate.