微軟開發SpreadsheetLLM以讓LLM更容易理解試算表資料
支付動態 · 2024-07-16

微軟AI研究團隊近發表SpreadsheetLLM研究成果,以協助大型語言模型(LLM)更容易理解試算表(Spreadsheet)內容以正確推論

/微軟

在該研究所描繪的SpreadsheetLLM流程中,是以SheetCompressor結合各種不同的大型語言模型來理解試算表,再針對試算表的各種下游任務進行推論。

研究人員指出,SpreadsheetLLM為處理及理解試算表的重大進步,它有效地解決了尺寸帶來的挑戰,以及試算表固有的多樣與複雜性,可大幅減少所需的Token及運算成本,而能在大型資料集上進行實際的應用,對各種LLM的微調更可進一步提高對試算表的理解能力。至於用來擴充SpreadsheetLLM框架的Chain of Spreadsheet則展現了未來的應用潛力,也將帶來更有效與更聰明的使用者互動性。

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