| <div align="center"> | |
| # Neural Metrics · Straight at the task: pull the right fields out. | |
| <img src="https://img.shields.io/badge/Neural%20Metrics-document%20extraction-4F46E5?style=for-the-badge" alt="Neural Metrics" /> | |
| <img src="https://img.shields.io/badge/fork%20of-nanonets%2Fkey_information_extraction-2563EB?style=flat-square" alt="fork" /> | |
| </div> | |
| A key-information-extraction set aimed squarely at the core job - given a document, return the specific values that matter. | |
| **We use it for:** benchmarking field-level precision and recall - measuring how often we hallucinate a plausible-but-absent value. | |
| > ### Attribution | |
| > This is an **unmodified fork** of [`nanonets/key_information_extraction`](https://huggingface.co/datasets/nanonets/key_information_extraction), created by the [Qwen team](https://huggingface.co/Qwen). | |
| > All weights, files and behaviour are identical to upstream — we rehost it so our experiments stay | |
| > reproducible and version-pinned. The original license and all credit remain with the Qwen team. | |
| > If you want the canonical dataset, please use [the original](https://huggingface.co/datasets/nanonets/key_information_extraction). | |
| --- | |
| <details> | |
| <summary><b>Original dataset card from nanonets/key_information_extraction</b> (click to expand)</summary> | |
| --- | |
| license: apache-2.0 | |
| task_categories: | |
| - question-answering | |
| language: | |
| - en | |
| tags: | |
| - key-information-extraction | |
| - receipts | |
| - document-information-extraction | |
| size_categories: | |
| - n<1K | |
| --- | |
| </details> | |