作者位次 #11/13ACL 2026Poster· Natural Language Processing
RSM e M : Knowledge-Enhanced Memory Evolution for Remote S ensing Agents with Systematic Evaluation
Bingxian Wu · Yu Zhang · Zonghao Guo · Tang Liu · Chen Qian · Yuxiang Lu · Xingbo Du · Yanghao Li · Yidan Zhang · Chi Chen · Ling Yao · Chenghu Zhou · Maosong Sun
摘要
Geoscience research requires complex analysis and domain expertise, with remote sensing (RS) observations as a key foundation. However, existing RS agents built on general-purpose LLMs remain largely domain-agnostic, resulting in brittle and error-prone workflows. Moreover, these failures are sel...