Auditing Semantic Gains in Sequential Recommendation: A Lightweight Recovery Test

Kong Wang, Zhongke He, Xiang Chen +4

Recent semantic and generative-retrieval recommenders report substantial improvements over ID-only sequential baselines, but it remains unclear whether these gains arise from langu…