2 papers
cs.AI2025
LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating
Chao Deng, Jiale Yuan, Pi Bu +8
Large vision language models (LVLMs) have improved the document understanding capabilities remarkably, enabling the handling of complex document elements, longer contexts, and a wi…
cs.CV2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning
Xiao-Hui Li, Fei Yin, Cheng-Lin Liu
Document image segmentation is crucial for document analysis and recognition but remains challenging due to the diversity of document formats and segmentation tasks. Existing metho…