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README.md

@@ -31,3 +31,32 @@ configs:
   - split: test
     path: data/test-*
 ---
+# MMTab-Retrieval
+
+This dataset is a copy of the original test split from [MMTab](https://huggingface.co/datasets/SpursgoZmy/MMTab), taking only items where an 'original_query' is present, and removing the 'input' and 'output' columns, as they are unneccesary for retrieval tasks.
+
+The `text_description` column contains OCR text extracted from the images using EasyOCR.
+This particular dataset is a subsample of 1000 random rows from the full dataset which can be found [here](https://huggingface.co/datasets/jinaai/MMTab-retrieval).
+
+## Citation 
+
+```
+@misc{zheng2024multimodaltableunderstanding,
+      title={Multimodal Table Understanding}, 
+      author={Mingyu Zheng and Xinwei Feng and Qingyi Si and Qiaoqiao She and Zheng Lin and Wenbin Jiang and Weiping Wang},
+      year={2024},
+      eprint={2406.08100},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2406.08100}, 
+}
+```
+
+# Disclaimer
+
+This dataset may contain publicly available images or text data. All data is provided for research and educational purposes only. If you are the rights holder of any content and have concerns regarding intellectual property or copyright, please contact us at "support-data (at) jina.ai" for removal. We do not collect or process personal, sensitive, or private information intentionally. If you believe this dataset includes such content (e.g., portraits, location-linked images, medical or financial data, or NSFW content), please notify us, and we will take appropriate action.
+
+
+# Copyright
+
+All rights are reserved to the original authors of the documents.