2 papers
cs.CL2025
Document Understanding, Measurement, and Manipulation Using Category Theory
Jared Claypoole, Yunye Gong, Noson S. Yanofsky +1
We apply category theory to extract multimodal document structure which leads us to develop information theoretic measures, content summarization and extension, and self-supervised…
cs.CV2024
BloomVQA: Assessing Hierarchical Multi-modal Comprehension
Yunye Gong, Robik Shrestha, Jared Claypoole +4
We propose a novel VQA dataset, BloomVQA, to facilitate comprehensive evaluation of large vision-language models on comprehension tasks. Unlike current benchmarks that often focus…