The world's first multimodal geographic science model has been released

2024-09-20

Searching literature, writing reviews, and creating charts... This big model is not only a "geography expert", but also a great helper for scientific research. The Institute of Geographic Sciences and Resources of the Chinese Academy of Sciences held a press conference in Beijing on the 19th, officially releasing the world's first multimodal geographical science model "Kunyuan". Kunyuan "is a professional language model dedicated to geographic science, with functions such as" understanding geography "," precise mapping "," understanding people's hearts "," intelligent generation of maps ", etc. It can answer geographic professional questions, intelligently analyze geographic literature, query geographic data resources, mine and analyze geographic data, and draw thematic maps. It is reported that in terms of "understanding geography", "Kunyuan" has learned 32 billion word elements and over 40000 high-quality geography instructions. Compared to the General Language Model, it is more familiar with the language patterns, professional terminology, and domain knowledge of geography, and has improved accuracy by 31.3% on the geography benchmark test set. In terms of "precision mapping", "Kunyuan" is able to answer geographical questions while searching for different geographical elements based on generated textual answers, and matching geographical landscape photos, thematic maps, or schematic charts to present to the questioner. In terms of "understanding people's hearts", "Kunyuan" fully considers the cognitive and expressive differences among geography enthusiasts, geography majors, and researchers, and provides answers that are adapted to users' knowledge structures through the co-occurrence of graphics and text. In terms of "Smart Map", the research assistant developed based on "Kunyuan" can complete processes such as concept understanding, data acquisition, information analysis, and mapping synthesis according to user instructions, and ultimately generate professional geographic charts that users need. Kunyuan aims to broaden the geographical perspective of the general public, empower geographical scientific research, and accelerate major geographical scientific discoveries Su Xingxing, a researcher at the Institute of Geographic Science and Resources of the Chinese Academy of Sciences, said that at present, "Kunyuan" has supported the publication of more than 10 high-level academic papers. Su Xingxin stated that in the future, the research and development team will advance the development of map models and geographic inference engines, enabling the geographic science language model to understand maps; At the same time, we will create a large platform for geographic research collaboration, allowing scientists to work together through sharing data, models, research ideas, and other means. (New Society)

Edit:Lubaikang    Responsible editor:Chenze

Source:digitalpaper.stdaily.com

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