Update README.md

README.md

@@ -1,3 +1,39 @@
 ---
 license: apache-2.0
+task_categories:
+- text-generation
+language:
+- en
+size_categories:
+- 10K<n<100K
 ---
+# Cleaned Review Dataset for [Reviewer2](https://arxiv.org/pdf/2402.10886.pdf)
+
+This is a cleaned version of our dataset and can be directly used for fine-tuning. The raw data files including metadata for each paper is in [this](https://huggingface.co/datasets/GitBag/Reviewer2_PGE_raw/tree/main) directory.
+
+## Dataset Description
+
+- **venue:** venue of the paper
+- **paper_content:** content of the paper divided into sections
+- **prompt:** prompt generated for the review based on our PGE pipeline
+- **format:** the format of the review
+- **review:** human-written review for the paper
+
+## Dataset Sources
+
+We incorporate parts of the [PeerRead](https://github.com/allenai/PeerRead) and [NLPeer](https://github.com/UKPLab/nlpeer) datasets along with an update-to-date crawl from ICLR and NeurIPS on [OpenReview](https://openreview.net/).
+
+## Citation
+
+If you find this dataset useful in your research, please cite the following paper:
+
+```
+@misc{gao2024reviewer2,
+      title={Reviewer2: Optimizing Review Generation Through Prompt Generation}, 
+      author={Zhaolin Gao and Kianté Brantley and Thorsten Joachims},
+      year={2024},
+      eprint={2402.10886},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```