作者位次 #6/10ACL 2026Findings· Findings of ACL
Attention to Non-Adopters
Kaitlyn Zhou · Kristina Gligorić · Myra Cheng · Michelle S. Lam · Vyoma Raman · Boluwatife Aminu · Caeley Woo · Michael Brockman · Hannah Cha · Dan Jurafsky
摘要
Although language model–based chat systems are increasingly used in daily life, most Americans remain non-adopters of chat-based LLMs — as of June 2025, 66% had never used ChatGPT. At the same time, LLM development and evaluation rely mainly on data from adopters (e.g., logs, preference data), fo...