3 papers
cs.AI2026
Agentic Explainable Artificial Intelligence (Agentic XAI) Approach To Explore Better Explanation
Tomoaki Yamaguchi, Yutong Zhou, Masahiro Ryo +1
Explainable artificial intelligence (XAI) enables data-driven understanding of factor associations with response variables, yet communicating XAI outputs to laypersons remains chal…
cs.CV2025
From Images to Insights: Explainable Biodiversity Monitoring with Plain Language Habitat Explanations
Yutong Zhou, Masahiro Ryo
Explaining why the species lives at a particular location is important for understanding ecological systems and conserving biodiversity. However, existing ecological workflows are…
cs.CV2024
AgriBench: A Hierarchical Agriculture Benchmark for Multimodal Large Language Models
Yutong Zhou, Masahiro Ryo
We introduce AgriBench, the first agriculture benchmark designed to evaluate MultiModal Large Language Models (MM-LLMs) for agriculture applications. To further address the agricul…