Update README.md

README.md

@@ -1,3 +1,39 @@
 ---
 license: apache-2.0
+task_categories:
+- question-answering
+tags:
+- lost-in-the-middle
+size_categories:
+- n<1K
 ---
+# Datasets for Lost In The Middle
+
+This repository contains datasets used in the paper ["Lost in the Middle: How Language Models Use Long Contexts"](https://arxiv.org/abs/2307.03172), focusing on multi-document question answering and key-value retrieval tasks.
+
+## Datasets Overview
+
+The datasets provided are as follows:
+
+- **Key-Value Retrieval Datasets**
+  - `kv75`: Key-Value pairs with 75 keys.
+  - `kv140`: Key-Value pairs with 140 keys.
+  - `kv300`: Key-Value pairs with 300 keys.
+
+- **Multi-Document Question Answering Datasets**
+  - `qa10`: Questions with answers derived from 10 documents.
+  - `qa20`: Questions with answers derived from 20 documents.
+  - `qa30`: Questions with answers derived from 30 documents.
+
+## Loading the Data
+
+You can load these datasets using the Hugging Face `datasets` library:
+
+```python
+from datasets import load_dataset
+
+### Example for loading the kv75 dataset
+dataset = load_dataset("bzantium/LITM", "kv75")
+
+### Example for loading the qa20 dataset
+dataset = load_dataset("bzantium/LITM", "qa20")