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Geo-R1: Improving few-shot geospatial referring expression understanding with reinforcement fine-tuning

Zilun Zhang; Zian Guan; Tiancheng Zhao; Haozhan Shen; Yuxiang Cai; Zhonggen Su; Yongheng Shang; Zhaojun Liu; Jianwei Yin; Xiang Li
ISPRS Journal of Photogrammetry and Remote Sensing · Vol. 237 · pp. 113-129 · 2026
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Bibliographic Information

JournalISPRS Journal of Photogrammetry and Remote Sensing
PublisherElsevier
Publication Date2026-07-01
Publication Year2026
Volume237
Pages113-129
Document TypeJournal Article
eISSN0924-2716
DOI10.1016/j.isprsjprs.2026.04.023
SubjectEarth and Planetary Sciences

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NARA Access Coverage1989-09-01~Current
Journal Homepagehttps://www.sciencedirect.com/science/journal/09242716
Publisher PageOpen Publisher Page
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