2025
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering
EMNLP 2025
The collaborative paradigm of large and small language models (LMs) effectively balances performance and cost, yet its pivotal challenge lies in precisely pinpointing the moment of invocation when hallucinations arise in small LMs. Previous optimization efforts primarily focused on post-processing t