2026
Detecting Errors in AI-Generated Annotations: When and Why Semantic Neighbors Help
ICML 2026poster
Large language models (LLMs) and vision-language models (VLMs) have emerged as efficient annotators for tasks such as generation and classification. While these models offer significant cost and speed advantages over human annotation, a critical challenge remains: existing self-evaluation methods, s…