Update README.md

README.md

@@ -1,3 +1,22 @@
 ---
 license: openrail
+task_categories:
+- text-classification
+language:
+- en
+tags:
+- science
+- Argument Identification
+pretty_name: AMSR
+size_categories:
+- 10K<n<100K
 ---
+
+Argument Mining in Scientific Reviews (AMSR)
+
+We release a new dataset of peer-reviews from different computer science conferences with annotated arguments, called AMSR (Argument Mining in Scientific Reviews).
+
+The dataset has been crawled by the OpenReview platform (https://openreview.net/) and the OpenReviewCrawler (https://openreview-py.readthedocs.io/en/latest/)
+
+From 12,135 collected papers and reviews, we sample 77 for the annotation.
+We use a simple argumentation scheme, which distinguishes between non-arguments, supporting arguments, and attacking arguments, which we denote as NON/PRO/CON accordingly.