Update README.md

README.md

@@ -248,4 +248,19 @@ dataset.merge(labels, "id")
 dataset.alter_columns({"path": "subject", "name": "topic"})
 dataset.alter_columns({"path": "text_embedding", "data_type": pa.list_(pa.float16(), 384)})
 ```
-You can iterate on embeddings, quality tags, or moderation fields while keeping earlier dataset versions available for reproducible experiments.
+You can iterate on embeddings, quality tags, or moderation fields while keeping earlier dataset versions available for reproducible experiments.
+
+## Citation Information
+
+You can cite the paper from orginal dataset (https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu) https://arxiv.org/abs/2406.17557 or this dataset:
+
+```
+@misc{lozhkov2024fineweb-edu,
+    author       = { Lozhkov, Anton and Ben Allal, Loubna and von Werra, Leandro and Wolf, Thomas },  
+    title        = { FineWeb-Edu: the Finest Collection of Educational Content }, 
+    year         = 2024,  
+    url          = { https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu },  
+    doi          = { 10.57967/hf/2497 },
+    publisher    = { Hugging Face }
+}
+```