Update README.md

README.md

@@ -12,7 +12,7 @@ tags:
 ### Introduction
 Generalized quantifiers (e.g., few, most) are used to indicate the proportions predicates are satisfied. QuRe is quantifier reasoning dataset from [Pragmatic Reasoning Unlocks Quantifier Semantics for Foundation Models](https://arxiv.org/pdf/2311.04659). It includes real-world sentences from Wikipedia and human annotations of generalized quantifiers from English speakers. 
 
-### sample
+### Sample
 ```
 {
     "orig_sentence": "In order for a steel to be considered stainless it must have a Chromium content of at least 10.5%.", 
@@ -36,6 +36,13 @@ Generalized quantifiers (e.g., few, most) are used to indicate the proportions p
    * specificity:  the difficulty of deciphering the percentage scope of the quantifier from the sentence excluding the quantifier.
    * wiki_entity: the wikipedia entity that includes <i>orig_sentence</i> in the wikipage content.
    * topics: sentence topics.
+
+### Document
+```
+from datasets import load_dataset
+
+ds = load_dataset("billli/QuRe")
+```
      
 ### Reference
 ```