Xiao-Xiao Li

Learning to Ask: Information Acquisition for SLM-LLM Collaboration, under a budget

Collaboration between a small language model (SLM) and a large language model (LLM) offers an opportunity to combine the efficiency of smaller models with the strong reasoning capabilities of larger ones. Existing approaches primarily frame such collaboration as a computation allocation problem, determining which model...