Update README.md

README.md

@@ -13,11 +13,27 @@ pretty_name: TBA
 # Dataset Card for "cardiffnlp/relentless"
 
 ***RelEntLess*** is a new benchmark, in which entity pairs have to be ranked according to how much they satisfy a given graded relation.
+Essentially, the task is a ranking task where we provide five prototypical examples to each relation. Following brief description of each relation type 
+is used in our baseline in addition to the prototypical examples.
+Please check our paper "[A RelEntLess Benchmark for Modelling Graded Relations between Named Entities](paper-link)" for more detail.
+THe test set is private at the moment.
+
+```python
+{
+    "is friend/ally of": "entities that are friends or allies",
+    "is competitor/rival of": "entities that are competitors or rivals",
+    "is known for": "examples of what entities are known for",
+    "is influenced by": "what has influenced different entities",
+    "is similar to": "examples of entities that are similar"
+}
+```
+
+
 
 
 ## Dataset Description
 - **Repository:** [https://huggingface.co/datasets/cardiffnlp/relentless](https://huggingface.co/datasets/cardiffnlp/relentless)
-- **Paper:** TBA
+- **Paper:** [A RelEntLess Benchmark for Modelling Graded Relations between Named Entities](paper-link)
 - **Dataset:** [https://huggingface.co/datasets/cardiffnlp/relentless](https://huggingface.co/datasets/cardiffnlp/relentless)
 
 ### Dataset Summary