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README.md

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 license: cc-by-sa-4.0
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+# BEAR Dataset
+
+
+Dataset to evaluate common factual knowledge in language models. This dataset was created as part of the [paper "BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models"](https://arxiv.org/abs/2404.04113).
+
+
+For more information visit the [LM Pub Quiz website](https://lm-pub-quiz.github.io/).
+
+## Citation
+
+When using the dataset or library, please cite the following paper:
+
+```
+@misc{wilandBEARUnifiedFramework2024,
+  title = {{{BEAR}}: {{A Unified Framework}} for {{Evaluating Relational Knowledge}} in {{Causal}} and {{Masked Language Models}}},
+  shorttitle = {{{BEAR}}},
+  author = {Wiland, Jacek and Ploner, Max and Akbik, Alan},
+  year = {2024},
+  number = {arXiv:2404.04113},
+  eprint = {2404.04113},
+  publisher = {arXiv},
+  url = {http://arxiv.org/abs/2404.04113},
+}
+```