Update README.md

README.md

@@ -10,4 +10,15 @@ pinned: false
 license: apache-2.0
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+This is a demo of the approach described in the paper, ["Shot2Story20K: A New Benchmark for Comprehensive Understanding of Multi-shot Videos"](https://arxiv.org/abs/2312.10300)
+
+```
+@misc{han2023shot2story20k,
+    title={Shot2Story20K: A New Benchmark for Comprehensive Understanding of Multi-shot Videos}, 
+    author={Mingfei Han and Linjie Yang and Xiaojun Chang and Heng Wang},
+    year={2023},
+    eprint={2312.10300},
+    archivePrefix={arXiv},
+    primaryClass={cs.CV}
+}
+```