PACE: Predictive Adaptive Context Extraction for Long-Horizon LLM Agents. - Lei Wei; Xiao Peng; TT; Guannan Zhang; Chenhao Jiang; Hongyu Li; Lanbo Lin; Yuanwu Xu; Jiayao Liu; Kesu Wang; Bin Wang (ACL (1), 2026)