Update README.md

README.md

@@ -33,7 +33,7 @@ task_ids:
 
 The Twitter Financial News dataset is an English-language dataset containing an annotated corpus of finance-related tweets. The dataset is split into two groups:
 
-1. Topic classification: Encompasses 21,107 documents annotated with 20 labels:
+1. Topic classification: Encompassing 21,107 documents annotated with 20 labels:
 
 ```python
 topics = {
@@ -60,7 +60,7 @@ topics = {
 }
 ```
 
-2. Sentiment analysis: Encompasses 11,932 documents annotated with 3 labels:
+2. Sentiment analysis: Encompassing 11,932 documents annotated with 3 labels:
 
 ```python
 sentiments = {