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@@ -9,7 +9,7 @@ tags:
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  - image
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  - code
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  - finance
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- - accouning
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  modalities:
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  - text
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  - spreadsheet
@@ -103,7 +103,8 @@ Each line corresponds to one **workflow-centric example**:
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  },
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  "reference_file_urls": ["<reference output file download URL>"],
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  "task_type": "<task category (e.g., reporting, modeling)>",
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- "business_type": "<business domain (e.g., budgeting, trading)>"
 
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  }
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  ```
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@@ -115,4 +116,14 @@ Annotations of Finch should not appear in training corpora.
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  If you find any issues with the dataset or have suggestions, please open a discussion in the **Community** tab — we value your feedback!
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  **📧 Contact:** finworkbench@gmail.com
 
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  - image
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  - code
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  - finance
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+ - accounting
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  modalities:
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  - text
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  - spreadsheet
 
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  },
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  "reference_file_urls": ["<reference output file download URL>"],
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  "task_type": "<task category (e.g., reporting, modeling)>",
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+ "business_type": "<business domain (e.g., budgeting, trading)>",
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+ "task_constraints": "<task constraints (e.g., perform modifications rather than generation from scratch)>"
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  }
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  ```
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  If you find any issues with the dataset or have suggestions, please open a discussion in the **Community** tab — we value your feedback!
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+ ## 📣 Citation
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+ ```bibtex
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+ @article{dong2025finch,
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+ title={Finch: Benchmarking Finance \& Accounting across Spreadsheet-Centric Enterprise Workflows},
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+ author={Dong, Haoyu and Zhang, Pengkun and Gao, Yan and Dong, Xuanyu and Cheng, Yilin and Lu, Mingzhe and Yakefu, Adina and Zheng, Shuxin},
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+ journal={arXiv preprint arXiv:2512.13168},
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+ year={2025}
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+ }
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+ ```
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+
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  **📧 Contact:** finworkbench@gmail.com