Task-Adaptive Embedding Refinement via Test-time LLM Guidance
arXiv:2605.12487v1 Announce Type: new
Abstract: We explore the effectiveness of an LLM-guided query refinement paradigm for extending the usability of embedding models to challenging zero-shot search and classification tasks. Our approach refines the …