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cs.CL2026
Hidden Consensus:Preference-Validity Compression in Human Feedback
Dorcas Chia Ern Chua, Karen Myn Hui Lee, Jia Yue Tan +9
Standard RLHF pipelines often reduce heterogeneous human judgments into a single scalar reward target. We argue that this reduction can mis-measure alignment in structurally plural…
cs.CL2025
Multimodal Magic Elevating Depression Detection with a Fusion of Text and Audio Intelligence
Lindy Gan, Yifan Huang, Xiaoyang Gao +3
This study proposes an innovative multimodal fusion model based on a teacher-student architecture to enhance the accuracy of depression classification. Our designed model addresses…