Update README.md

README.md

@@ -77,6 +77,26 @@ and private test (4,504 instances). The entire train dataset was available for e
 The public test dataset was available since the evaluation phase of the competition, but without any ground truth labels.
 After the end of the competition, public and private sets were released.
 
+## Dataset Citation
+
+Please cite the challenge results or dataset description as follows.
+
+- Ustalov D., Pavlichenko N., Likhobaba D., and Smirnova A. [WSDM Cup 2023 Challenge on Visual Question Answering](http://ceur-ws.org/Vol-3357/invited1.pdf). *Proceedings of the 4th Crowd Science Workshop on Collaboration of Humans and Learning Algorithms for Data Labeling.* Singapore, 2023, pp. 1–7.
+
+```bibtex
+@inproceedings{TolokaWSDMCup2023,
+  author    = {Ustalov, Dmitry and Pavlichenko, Nikita and Likhobaba, Daniil and Smirnova, Alisa},
+  title     = {{WSDM~Cup 2023 Challenge on Visual Question Answering}},
+  year      = {2023},
+  booktitle = {Proceedings of the 4th Crowd Science Workshop on Collaboration of Humans and Learning Algorithms for Data Labeling},
+  pages     = {1--7},
+  address   = {Singapore},
+  issn      = {1613-0073},
+  url       = {http://ceur-ws.org/Vol-3357/invited1.pdf},
+  language  = {english},
+}
+```
+
 ### Supported Tasks and Leaderboards
 
 The Visual Question Answering.