Words & Weights: Streamlining Multi-Turn Interactions via Co-Adaptation.

arXiv:2603.01375v2 Announce Type: replace Abstract: Test-time policy adaptation for multi-turn interactions (T2PAM) is essential for aligning Large Language Models (LLMs) with dynamic user needs during inference time. However, existing paradigms commonly treat