Update README.md

README.md

@@ -1,10 +1,9 @@
-SpanEx consists of 7071 instances annotated for span interactions.
-SpanEx is the first dataset with human phrase-level interaction explanations with explicit labels for interaction types. 
-Moreover, SpanEx is annotated by three annotators, which opens new avenues for studies of human explanation agreement -- an understudied area in the explainability literature. 
-Our study reveals that while human annotators often agree on span interactions, they also offer complementary reasons for a prediction, collectively providing a comprehensive set of reasons for a prediction.
-We collect explanations of span interactions for NLI on the SNLI dataset and for FC on the FEVER dataset.
 ---
 license: mit
+task_categories:
+- text-classification
+language:
+- en
 configs:
 - config_name: snli_extended
   data_files:
@@ -22,15 +21,19 @@ configs:
   data_files:
   - split: test
     path: fever.jsonl
-task_categories:
-- text-classification
-language:
-- en
 tags:
-- fact-checking
+- 'rationale-extraction '
+- reasoning
 - nli
+- fact-checking
 - explainability
-pretty_name: SpanEx
+pretty_name: spanex
 size_categories:
 - 1K<n<10K
----
+---
+
+SpanEx consists of 7071 instances annotated for span interactions.
+SpanEx is the first dataset with human phrase-level interaction explanations with explicit labels for interaction types. 
+Moreover, SpanEx is annotated by three annotators, which opens new avenues for studies of human explanation agreement -- an understudied area in the explainability literature. 
+Our study reveals that while human annotators often agree on span interactions, they also offer complementary reasons for a prediction, collectively providing a comprehensive set of reasons for a prediction.
+We collect explanations of span interactions for NLI on the SNLI dataset and for FC on the FEVER dataset.