Keliang Liu

Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding

Document understanding is a long-standing practical task. Vision-Language Models (VLMs) have gradually become a primary approach in this domain, demonstrating effective performance on single-page tasks. However, their effectiveness diminishes when handling long documents. In such scenarios, clues ar