A survey on LLMs for spreadsheet intelligence
5 hours ago
- #Spreadsheets
- #Data Analysis
- #Large Language Models
- Spreadsheets are widely used in modern data work but require complex, error-prone tasks.
- Large Language Models (LLMs) are transforming spreadsheet tasks from manual formulas to natural language interaction.
- This survey reviews LLM applications in spreadsheets, covering methodologies, capabilities, benchmarks, and challenges.
- The survey formulates the spreadsheet intelligence problem as a workflow of independent stages.
- Existing research is categorized based on these stages and tasks.
- Downstream tasks and benchmarks are listed to form an end-to-end pipeline.
- Open challenges and future research directions for trustworthy LLM systems in spreadsheets are discussed.