11 September 2026Citation Attention in Language Models: A Nadaraya-Watson Analysis of Learned vs. Surface-Level Kernels
When AI models cite a source, is it because the source is genuinely relevant, or just because the text is similar to the query? This paper quantifies the answer using Nadaraya-Watson kernel analysis.