Learning to Refer: Client-Resolved Generation for Privacy-Aware Language Models.

arXiv:2609.32706v1 Announce Type: cross Abstract: Cloud-based large language models (LLMs) require users to disclose plaintext data to service providers, creating privacy risks in sensitive domains. Existing privacy-preserving approaches often trade utility fo