2 papers
cs.LG2026
Predicting Post Virality with Temporal Cross-Attention over Trend Signals
Sarvagya Somvanshi, Mohan Xu, Rakhi Chadalavada +1
Current models for predicting social media virality rely heavily on static textual and structural features, effectively ignoring the highly dynamic nature of trend signals. We stud…
cs.LG2026
In-Context Learning in Linear vs. Quadratic Attention Models: An Empirical Study on Regression Tasks
Ayush Goel, Arjun Kohli, Sarvagya Somvanshi
Recent work has demonstrated that transformers and linear attention models can perform in-context learning (ICL) on simple function classes, such as linear regression. In this pape…