Link dataset to paper

Hi,

Niels here from the open-source team at HF. Thanks for making the models and dataset of Kilogram available on the hub.

This PR ensures people can view the dataset from the paper page: https://huggingface.co/papers/2211.16492.

Cheers,

Niels

README.md

@@ -42,4 +42,18 @@ E.g. the first 10 elements in `"targets"` are the image file name of the target
 Intermediate files:
 
 `*/text/controlled/eval_batch_data.json` are in the format of 
-`{tangramName: {numOfParts: list({"target": [tangramName_{idx}, annotation], "distractors": list(list([tangramName_{idx}, annotation]))})}}`, used to generate controlled experiment jsons. Note: annotations are descriptions concatenated by "#" instead of in natural English.
+`{tangramName: {numOfParts: list({"target": [tangramName_{idx}, annotation], "distractors": list(list([tangramName_{idx}, annotation]))})}}`, used to generate controlled experiment jsons. Note: annotations are descriptions concatenated by "#" instead of in natural English.
+
+# Citation
+
+```bibtex
+@misc{ji2022abstractvisualreasoningtangram,
+      title={Abstract Visual Reasoning with Tangram Shapes}, 
+      author={Anya Ji and Noriyuki Kojima and Noah Rush and Alane Suhr and Wai Keen Vong and Robert D. Hawkins and Yoav Artzi},
+      year={2022},
+      eprint={2211.16492},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2211.16492}, 
+}
+```