Update README.md

README.md

@@ -58,7 +58,40 @@ dataset_info:
     num_examples: 1000
   download_size: 3357032
   dataset_size: 5946133
+language:
+- en
 ---
-# Dataset Card for "pubmed_derived"
+# A corpus of rewritten pubmed abstracts
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+This corpus contains a 1k example subset from the [pubmed](https://huggingface.co/datasets/pubmed) corpus and various rewritten versions. The rewritten versions change one aspect of the orginal text and keeps other aspects unchanged as much as possible.
+
+- **Paper:** [Dissecting learning and forgetting in language model finetuning](link pending)
+
+Another corpus of rewritten general text is provided here: [c4_derived](https://huggingface.co/datasets/pixel-coping/c4_derived)
+
+
+### Data Splits
+
+- pubmed: a 1k example subset from the original pubmed corpus
+
+- nonbiomedical: main topic of text changed to nonbiomedical topic
+
+- counerfactual: factuals knowledge in text replaced by incorrect factuals
+
+- casual: style of text changed to a casual style
+
+- rap: style of text changed to a rap style
+
+## Dataset Creation
+
+Text is generated by ChatGPT with corresponding prompts. Refer to the paper for the instructions used to generate text in each derived subsets.
+
+Please check the terms and conditions of pubmed data [here](https://www.nlm.nih.gov/databases/download/terms_and_conditions.html).
+
+
+### Citation Information
+
+```
+pending
+
+```