Update README.md

README.md

@@ -5,4 +5,17 @@ language:
 pretty_name: VG Scene Graph clean
 size_categories:
 - 1M<n<10M
----
+---
+
+A cleaned version of Visual Genome dataset for textual scene graph parsing.
+
+For details, please see FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing
+
+```
+@article{li2023factual,
+  title={FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing},
+  author={Li, Zhuang and Chai, Yuyang and Yue, Terry Zhuo and Qu, Lizhen and Haffari, Gholamreza and Li, Fei and Ji, Donghong and Tran, Quan Hung},
+  journal={arXiv preprint arXiv:2305.17497},
+  year={2023}
+}
+```