Update README.md

README.md

@@ -27,3 +27,17 @@ configs:
   - split: train
     path: ui_qas/train-*
 ---
+
+The `ui_survey` dataset is a collection of datasets derived from unemployment insurance state survey. Specifically, it is derived from the Department of Labor's (DoL) [Comparison of State Unemployment Insurance Laws](https://oui.doleta.gov/unemploy/pdf/uilawcompar/2023/complete.pdf) which they publish annually. (This dataset is based off of the 2023 survey.) The dataset was designed for the benchmarking of both LLMs' retrieval and statutory reasoning ability. 
+
+The first dataset is `ui_tables` which aims to store the information from the DoL's survey. `ui_tables` contains _82 rows_ following format:
+
+```json
+{
+  "test": 2
+  "other": [
+    "a",
+    "b"
+  ]
+}
+```