Learning When to Think: Utility-Guided Adaptive Reasoning for Efficient Text Retrieval

Yingtao Luo, Kangyi Zhao, Shiyi Du +1

Reasoning-conditioned embeddings can improve retrieval by progressively refining semantic constraints. However, additional reasoning may introduce over-generalized or semantically…