Update README.md

README.md

@@ -1,3 +1,28 @@
 ---
 license: mit
+task_categories:
+- summarization
+language:
+- en
+pretty_name: aclsum
+size_categories:
+- n<1K
 ---
+
+# ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications
+
+This repository contains data for our paper "ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications" and a small 
+utility class to work with it.
+
+
+## HuggingFace datasets
+
+You can also use Huggin Face datasets to load ACLSum ([dataset link](https://huggingface.co/datasets/sobamchan/aclsum)).
+This would be convenient if you want to train transformer models using our dataset.
+
+Just do,
+
+```py
+from datasets import load_dataset
+dataset = load_dataset("sobamchan/aclsum")
+```