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README.md

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+# WPS - Chinese Simile
+
+## Dataset Description
+
+- **Paper:** [Writing Polishment with Simile: Task, Dataset and A Neural Approach](https://arxiv.org/abs/2012.08117)
+
+## Dataset Summary
+
+Chinese Simile (CS) Dataset
+
+This dataset is constructed and based on the online free-access fictions that are tagged with sci-fi, urban novel, love story, youth, etc.
+
+All similes are extracted by rich regular expression, and the extraction precision is estimated as 92% by labelling 500 random extracted samples. Further data filtering as well as processing is truly encouraged!
+
+The data split in paper is as follows (You could find more details in the paper):
+
+Train	Dev	Test
+5,485,721	2,500	2,500
+
+For the details of this dataset, we refer you to the original [paper](https://arxiv.org/abs/2012.08117).
+
+Metadata in Creative Language Toolkit ([CLTK](https://github.com/liyucheng09/cltk))
+- CL Type: Simile
+- Task Type: Detection, Generation
+- Size: 5M
+- Created time: 2021
+- Language: ZH
+
+### Citation Information
+
+If you find this dataset helpful, please cite:
+
+```
+@inproceedings{Zhang2020WritingPW,
+  title={Writing Polishment with Simile: Task, Dataset and A Neural Approach},
+  author={Jiayi Zhang and Z. Cui and Xiaoqiang Xia and Ya-Long Guo and Yanran Li and Chen Wei and Jianwei Cui},
+  booktitle={AAAI},
+  year={2021}
+}
+```
+
+### Contributions
+
+If you have any queries, please open an issue or direct your queries to [mail](mailto:yucheng.li@surrey.ac.uk).