UT-ACA: Uncertainty-Triggered Adaptive Context Allocation for Long-Context Inference

Lang Zhou, Shuxuan Li, Zhuohao Li +3

Long-context inference remains challenging for large language models due to attention dilution and out-of-distribution degradation. Context selection mitigates this limitation by a…