2 papers
cs.CL2026
Project Aletheia: Verifier-Guided Distillation of Backtracking for Small Language Models
Aradhya Dixit, Tianxi Liang, Jai Telang
Small Language Models (SLMs, under 10B parameters) are attractive for private, on-device deployment, yet they frequently fail on strict constraint-satisfaction problems due to line…
cs.CV2026
Semantic Event Graphs for Long-Form Video Question Answering
Aradhya Dixit, Tianxi Liang
Long-form video question answering remains challenging for modern vision-language models, which struggle to reason over hour-scale footage without exceeding practical token and com…