Can We Hide Machines in the Crowd? Quantifying Equivalence in LLM-in-the-loop Annotation Tasks

Jiaman He, Zikang Leng, Dana McKay, Damiano Spina, Johanne R. Trippas. Can We Hide Machines in the Crowd? Quantifying Equivalence in LLM-in-the-loop Annotation Tasks. In Proceedings of the 2025 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, SIGIR-AP 2025, Xi'an, China, December 7-10, 2025. pages 426-436, ACM, 2025. [doi]

Abstract

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