2 papers
cs.LG2026
Rethinking the Tradeoff Between Temporal Encoding and Nonlinear Computation in Spiking Language Models
Hanfei Liu, Shuchang Feng, Yanxia Chen +2
Spiking language models face a tradeoff between representing continuous semantic features over short temporal windows and retaining costly nonlinear attention operations. We introd…
cs.AI2025
The First MPDD Challenge: Multimodal Personality-aware Depression Detection
Changzeng Fu, Zelin Fu, Qi Zhang +14
Depression is a widespread mental health issue affecting diverse age groups, with notable prevalence among college students and the elderly. However, existing datasets and detectio…