Update README.md

README.md

@@ -21,3 +21,29 @@ configs:
   - split: test
     path: data/test-*
 ---
+# TQA Dataset
+
+This dataset is derived from the [Textbook Question Answering dataset (TQA)](https://prior.allenai.org/projects/tqa), reformatting the test split with modified field names, so that it can be used in the ViDoRe benchmark.
+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/tqa-test).
+
+Citation
+--------
+
+```bibtex
+@inproceedings{Kembhavi2017TQA,
+  title={Are You Smarter Than A Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension},
+  author={Kembhavi, Aniruddha and Salvatori, Tommaso and Kolve, Eric and Mottaghi, Roozbeh and Schwenk, Dustin and Farhadi, Ali and Yatskar, Mark},
+  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
+  year={2017}
+}
+```
+
+# 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.