2 papers
cs.DL2026
More Parameters Than Populations: A Systematic Literature Review of Large Language Models within Survey Research
Trent D. Buskirk, Florian Keusch, Leah von der Heyde +1
[Working Paper] Survey research has a long-standing history of being a human-powered field, but one that embraces various technologies for the collection, processing, and analysis…
cs.CL2025
Mic Drop or Data Flop? Evaluating the Fitness for Purpose of AI Voice Interviewers for Data Collection within Quantitative & Qualitative Research Contexts
Shreyas Tirumala, Nishant Jain, Danny D. Leybzon +1
Transformer-based Large Language Models (LLMs) have paved the way for "AI interviewers" that can administer voice-based surveys with respondents in real-time. This position paper r…