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@@ -45,8 +45,8 @@ The workflows are derived from **real-world enterprise workspaces**, including:
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  We adopt a three-step workflow labeling process:
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  1. **Summarizing workflow types** supported by real collaborative enterprise email threads.
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- 2. **Deriving concrete workflow instances** from versioned spreadsheets and related files.
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- 3. **Meticulous expert annotation** of instructions and reference outputs.
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  This process yields **172 enterprise-grade single- and multi-task workflows** with carefully written instructions and aligned input/reference files, capturing the intrinsic **complexity, messiness, and multimodality** of real-world finance & accounting work.
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  We adopt a three-step workflow labeling process:
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  1. **Summarizing workflow types** supported by real collaborative enterprise email threads.
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+ 2. **Deriving concrete workflow instances** from versioned spreadsheets and related files using LLMs.
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+ 3. **Meticulous expert annotation** of instructions and reference outputs, involving hundreds of hours of expert work.
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  This process yields **172 enterprise-grade single- and multi-task workflows** with carefully written instructions and aligned input/reference files, capturing the intrinsic **complexity, messiness, and multimodality** of real-world finance & accounting work.
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