Datasets:

FinWorkBench
/

Finch

@@ -31,7 +31,7 @@ configs:
 This repository contains the dataset for **Finch**, an enterprise-grade benchmark for evaluating an agent’s ability to work like a skilled finance & accounting expert (work IQ) on real-world professional workflows.
-* **Paper**: https://arxiv.org/abs/2512.13168
 ---
@@ -50,7 +50,7 @@ The workflows are derived from **real-world enterprise workspaces** (primarily E
 We adopt a three-step workflow labeling process:
 1. **Inducing workflow types and instances** from real collaborative context in **enterprise email threads** ([Enron Corpus](https://en.wikipedia.org/wiki/Enron_Corpus): 500,000 emails from 150 executives and employees).
-2. **Deriving concrete workflow instances** by analyzing changes across **spreadsheet versions** (15,000 versioned spreadsheets from Enron and [EUSES](https://dl.acm.org/doi/10.1145/1082983.1083242)) and designing workflows based on high-quality artifacts from investment and securities companies, World Bank, Canadian/British government agencies, WideSearch, Dabstep, and more.
 3. **Conducting meticulous expert annotation** of task instructions, input files, and reference outputs, involving hundreds of hours of expert work.
 <img src="figs/annotation.png" width="1000" />
@@ -116,7 +116,7 @@ Annotations of Finch should not appear in training corpora.
 If you find any issues with the dataset or have suggestions, please open a discussion in the **Community** tab — we value your feedback!
-## 📣 Citation
 ```bibtex
 @article{dong2025finch,
   title={Finch: Benchmarking Finance \& Accounting across Spreadsheet-Centric Enterprise Workflows},
@@ -126,4 +126,4 @@ If you find any issues with the dataset or have suggestions, please open a discu
 }
 ```
-**📧 Contact:** finworkbench@gmail.com

 This repository contains the dataset for **Finch**, an enterprise-grade benchmark for evaluating an agent’s ability to work like a skilled finance & accounting expert (work IQ) on real-world professional workflows.
+* **Paper**: https://huggingface.co/papers/2512.13168 (https://arxiv.org/abs/2512.13168)
 ---
 We adopt a three-step workflow labeling process:
 1. **Inducing workflow types and instances** from real collaborative context in **enterprise email threads** ([Enron Corpus](https://en.wikipedia.org/wiki/Enron_Corpus): 500,000 emails from 150 executives and employees).
+2. **Deriving concrete workflow instances** by analyzing changes across **spreadsheet versions** (15,000 versioned spreadsheet files from Enron and [EUSES](https://dl.acm.org/doi/10.1145/1082983.1083242)) and designing workflows based on high-quality artifacts from investment and securities companies, World Bank, Canadian/British government agencies, WideSearch, Dabstep, and more.
 3. **Conducting meticulous expert annotation** of task instructions, input files, and reference outputs, involving hundreds of hours of expert work.
 <img src="figs/annotation.png" width="1000" />
 If you find any issues with the dataset or have suggestions, please open a discussion in the **Community** tab — we value your feedback!
+## Citation
 ```bibtex
 @article{dong2025finch,
   title={Finch: Benchmarking Finance \& Accounting across Spreadsheet-Centric Enterprise Workflows},
 }
 ```
+**📧 Contact:** donghaoyu82@gmail.com