Update README.md

README.md

@@ -31,11 +31,29 @@ configs:
   - split: test
     path: data/test-*
 ---
+# DiffusionDB Captions
 
+Captions corpora processed from DiffusionDB dataset, the goal is to create a dataset similar to [flickr30k](https://huggingface.co/datasets/sentence-transformers/flickr30k-captions) but much larger
 
-Captions corpora processed from DiffusionDB dataset, the goal is to create a dataset similar to [flickr30k](https://huggingface.co/datasets/sentence-transformers/flickr30k-captions) 
-
+Filtered from diffusionDB + diffusionDB_large, total 14M data, into ~1M
 pre-processing includes:
 - remove style prompts
 - remove too long and specific prompts
-- remove prompts with many specific names
+- remove prompts with many specific names
+
+## Citation
+
+If you find this curated dataset helpful, feel free to give us a cite.
+
+```
+@misc{rodriguez2025renderingawarereinforcementlearningvector,
+      title={Rendering-Aware Reinforcement Learning for Vector Graphics Generation}, 
+      author={Juan A. Rodriguez and Haotian Zhang and Abhay Puri and Aarash Feizi and Rishav Pramanik and Pascal Wichmann and Arnab Mondal and Mohammad Reza Samsami and Rabiul Awal and Perouz Taslakian and Spandana Gella and Sai Rajeswar and David Vazquez and Christopher Pal and Marco Pedersoli},
+      year={2025},
+      eprint={2505.20793},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2505.20793}, 
+}
+
+```