Update README.md

README.md

@@ -4,4 +4,14 @@ task_categories:
 - text-generation
 language:
 - en
----
+---
+
+Inspired by the dataset from FActScore. This dataset gives llms the task of writing biographies which can be validated for factual accuracy against Wikipedia articles.
+
+@inproceedings{ factscore,
+    title={ {FActScore}: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation },
+    author={ Min, Sewon and Krishna, Kalpesh and Lyu, Xinxi and Lewis, Mike and Yih, Wen-tau and Koh, Pang Wei and Iyyer, Mohit and Zettlemoyer, Luke and Hajishirzi, Hannaneh },
+    year={ 2023 },
+    booktitle = { EMNLP },
+    url={ https://arxiv.org/abs/2305.14251 }
+}