Update README.md

README.md

@@ -57,4 +57,17 @@ Dataset Columns:
  * perplexity (float): the perplexity of the entity measured by the Llama-3-8B model
  * info (string): the web information about the entity scraped from Google search results
  * category (string): the category of the entity annotated by either an author or GPT-4o
- * wiki (Boolean): whether any information about the entity comes from wikipedia.org
+ * wiki (Boolean): whether any information about the entity comes from wikipedia.org
+
+### Citation Information
+
+Please consider citing [our paper](https://arxiv.org/abs/2405.01470) if you find this dataset useful:
+```
+@article{
+    zhao2024wildhallucinations,
+    title={WildHallucinations: Evaluating Long-form Factuality in LLMs with Real-World Entity Queries},
+    author={Wenting Zhao, Tanya Goyal, Yu Ying Chiu, Liwei Jiang, Benjamin Newman, Abhilasha Ravichander, Khyathi Chandu, Ronan Le Bras, Claire Cardie, Yuntian Deng, Yejin Choi},
+    journal={arXiv preprint arXiv:2407.17468},
+    year={2024}
+}
+}