Update README.md

README.md

@@ -31,12 +31,12 @@ Each instance consists of a question, a pair of contradictory passages extracted
 - **Language(s) (NLP):** English.
 - **License:** MIT.
 
-### Dataset Sources [optional]
+### Dataset Sources
 
 <!-- Provide the basic links for the dataset. -->
 
 - **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
+- **Paper [optional]:** https://arxiv.org/abs/2406.13805
 - **Demo [optional]:** [More Information Needed]
 
 ## Uses
@@ -158,13 +158,18 @@ Our data is downloaded from Wikipedia. As such, the data is biased towards the o
 Since our dataset requires manual annotation, annotation noise is inevitably introduced. 
 
 
-## Citation [optional]
+## Citation
 
 <!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
 
 **BibTeX:**
 
-[More Information Needed]
+@article{hou2024wikicontradict,
+  title={{WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia}},
+  author={Hou, Yufang and Pascale, Alessandra and Carnerero-Cano, Javier and Tchrakian, Tigran and Marinescu, Radu and Daly, Elizabeth and Padhi, Inkit and Sattigeri, Prasanna},
+  journal={arXiv preprint arXiv:2406.13805},
+  year={2024}
+}
 
 **APA:**