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open-ended reasoning (1) patent document (1) patent figure (1) scientific figure (1) scientific reasoning (1) earth science (1) textual description (1) multimodal reasoning (1) vision encoder (1) large vision-language model (1)

Papers

MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs ACL 2026 PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025 Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models ACL 2024