Update README.md

README.md

@@ -81,3 +81,106 @@ pretty_name: MultiNLI
 size_categories:
 - 100K<n<1M
 ---
+
+# Dataset Card for Bias-amplified Splits for MultiNLI
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits](#data-splits)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Citation Information](#citation-information)
+
+## Dataset Description
+
+- **Repository:** [Fighting Bias with Bias repo](https://github.com/schwartz-lab-nlp/fight-bias-with-bias)
+- **Paper:** [arXiv](https://arxiv.org/abs/2305.18917)
+- **Original Dataset's Paper:** [arXiv](https://arxiv.org/abs/2305.18917)
+- **Point of Contact:** [Yuval Reif](mailto:[email protected])
+
+### Dataset Summary
+
+[More Information Needed]
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+## Dataset Structure
+
+### Data Instances
+
+[More Information Needed]
+
+### Data Fields
+
+[More Information Needed]
+
+### Data Splits
+
+[More Information Needed]
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Annotations
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Citation Information
+
+```
+@misc{reif2023fighting,
+    title = "Fighting Bias with Bias: Promoting Model Robustness by Amplifying Dataset Biases",
+    author = "Yuval Reif and Roy Schwartz",
+    month = may,
+    year = "2023",
+    url = "https://arxiv.org/pdf/2305.18917",
+}
+```
+
+Source dataset:
+```
+@misc{liu-etal-2022-wanli,
+    title = "WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation",
+    author = "Liu, Alisa  and
+      Swayamdipta, Swabha  and
+      Smith, Noah A.  and
+      Choi, Yejin",
+    month = jan,
+    year = "2022",
+    url = "https://arxiv.org/pdf/2201.05955",
+}
+```