แนวคิดหลัก
SheetAgent demonstrates superior spreadsheet manipulation and reasoning capabilities using LLMs.
บทคัดย่อ
SheetAgent introduces SheetRM, a benchmark for spreadsheet reasoning and manipulation tasks.
The framework consists of Planner, Informer, and Retriever modules for accurate manipulation and reasoning.
Extensive experiments show SheetAgent outperforms baselines in both manipulation and reasoning tasks.
Ablation study highlights the importance of all components in SheetAgent for successful task completion.
Different table representation formats impact reasoning performance, with JSON format showing the best results.
สถิติ
2011년 모든 서점에서 가장 많이 판매된 책은 컴퓨터 과학 및 기술로, 1,488부가 판매되었습니다.
SheetAgent는 다양한 스프레드시트 추론 및 조작 작업을 자동으로 처리할 수 있습니다.
คำพูด
"I'm your sheet assistant for manipulation and reasoning. How can I help you today?"
"SheetAgent can handle diverse spreadsheet reasoning and manipulation tasks automatically."