Add image-to-text task category and citations

README.md

@@ -1,6 +1,13 @@
 ---
 viewer: false
-tags: [uv-script, ocr, vision-language-model, document-processing, hf-jobs]
+task_categories:
+- image-to-text
+tags:
+- uv-script
+- ocr
+- vision-language-model
+- document-processing
+- hf-jobs
 ---
 
 # OCR UV Scripts
@@ -734,3 +741,27 @@ uv run nanonets-ocr2.py documents ocr-results
 </details>
 
 Works with any HuggingFace dataset containing images — documents, forms, receipts, books, handwriting.
+
+## Citation
+
+```bibtex
+@misc{zheng2026multimodalocrparsedocuments,
+      title={Multimodal OCR: Parse Anything from Documents}, 
+      author={Handong Zheng and Yumeng Li and Kaile Zhang and Liang Xin and Guangwei Zhao and Hao Liu and Jiayu Chen and Jie Lou and Jiyu Qiu and Qi Fu and Rui Yang and Shuo Jiang and Weijian Luo and Weijie Su and Weijun Zhang and Xingyu Zhu and Yabin Li and Yiwei ma and Yu Chen and Zhaohui Yu and Guang Yang and Colin Zhang and Lei Zhang and Yuliang Liu and Xiang Bai},
+      year={2026},
+      eprint={2603.13032},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2603.13032}, 
+}
+
+@misc{li2025dotsocrmultilingualdocumentlayout,
+      title={dots.ocr: Multilingual Document Layout Parsing in a Single Vision-Language Model}, 
+      author={Yumeng Li and Guang Yang and Hao Liu and Bowen Wang and Colin Zhang},
+      year={2025},
+      eprint={2512.02498},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2512.02498}, 
+}
+```