PIRSA: Profile-Indexed Retrieval and Semantic Frame Alignment for Ambiguous Spoken Language Understanding. - Xiaoqin Zhang; Xingpeng Wu; Yanjun Lu; Shuhan Nie; Tian Shi; Xianglong Liu; Xin Yang (ICMR, 2026)

LATTE: a joint entity and relation extraction model based on low-rank attention mechanism and residual task-aware bottleneck. - Xiaoqin Zhang; Shuhan Nie; Yanjun Lu (J. Supercomput., 2026)