A Lightweight Framework for Trigger-Guided LoRA-Based Self-Adaptation in LLMs

Jiacheng Wei, Faguo Wu, Xiao Zhang

Large language models are unable to continuously adapt and learn from new data during reasoning at inference time. To address this limitation, we propose that complex reasoning tas…