Comprehension and Knowledge
Pavel Naumov, Kevin Ros
2021Year
86Citations
12Top-tier citations
Abstract
The ability of an agent to comprehend a sentence is tightly connected to the agent's prior experiences and background knowledge. The paper suggests to interpret comprehension as a modality and proposes a complete bimodal logical system that describes an interplay between comprehension and knowledge modalities.
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Cited by top-tier papers12
- Med-CMR: A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic for Medical Complex Multimodal ReasoningHaozhen Gong, Xiaozhong Ji, Yuansen Liu, Wenbin Wu et al.CVPR 2026 · 15 citations
- OralGPT-Omni: A Versatile Dental Multimodal Large Language ModelJing Hao, Yuci Liang, Lizhuo Lin, Yuxuan Fan et al.CVPR 2026 · 11 citations
- Unified Personalized Understanding, Generating and EditingYu Zhong, Tianwei Lin, Ruike Zhu, Yuqian Yuan et al.CVPR 2026 · 7 citations
- EyecareGPT: Boosting Comprehensive Ophthalmology Understanding with Tailored Dataset, Benchmark and ModelSijing Li, Tianwei Lin, Lingshuai Lin, Wenqiao Zhang et al.ACM MM 2025 · 6 citations
- OralGPT-Plus: Learning to Use Visual Tools via Reinforcement Learning for Panoramic X-ray AnalysisYuxuan Fan, Jing Hao, Hong Chen, Jiahao Bao et al.CVPR 2026 · 5 citations
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