SheetMind: An End-to-End LLM-Powered Multi-Agent Framework for Spreadsheet Automation
3.20T1 sourcearXiv cs.HC
Source record
Published by arXiv cs.HC (T1 source). The original is at https://arxiv.org/abs/2506.12339.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummarySheetMind is an LLM-powered multi-agent framework for spreadsheet automation via natural language. Three agents handle task decomposition, BNF-grammar command translation, and validation. On the 221-task SheetCopilot benchmark with GPT-3.5-Turbo, it achieved 100% execution success and 54.8% functional correctness versus 44.3% for the SheetCopilot baseline. A Google Sheets extension is included.
Why it mattersSpecific architecture with measured gains on a public benchmark plus a working Google Sheets integration. Useful reference for anyone building agentic spreadsheet tools.
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