Oct 2026
Discourse-guided multi-view adaptive fusion for multimodal emotion recognition in conversation
You Li, Yang-Tian She, Li-Hua He et al.
· World wide web (Bussum) · 0 citations
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LA-CPD: Local-Evidence-Aware Change-Point Detection for Human-LLM Authorship Segmentation
LA-CPD is proposed, a structured method that transforms noisy sentence-level score sequences into coherent authorship segments and outperforms WCP+AIC, increasing sentence-level accuracy from 0.747 to 0.796 while improving boundary localization and LLM-span delineation.
Qing Yang, Zhen-Yun Mao, Zi-Xiang Luo et al.
· 0 citations
Preprint
Aug 2026
Trajectory-Guided Forget-Recover Network for Continual LLM Unlearning
The Trajectory-guided Forget-Recover Network (TFR-Net) is proposed, which separates persistent target-related channels from transient hotspots and suppresses only the persistent ones, and achieves a more favorable trade-off between unlearning effectiveness and retained utility than representative baselines.
Ze-Zheng Wu, Xing-He Cheng, Qing-Gang Zhang et al.
· 0 citations