Bilibili Tech

Aug 8, 2025 · Artificial Intelligence

Can Language‑Centric Tree Reasoning Transform Video Question Answering?

This article introduces a language‑centric tree reasoning (LTR) framework that recursively decomposes VideoQA queries into perceptual sub‑questions and performs bottom‑up logical inference with video assistance, achieving significantly higher accuracy and explainability across eleven benchmark datasets.