Update README.md

README.md

@@ -61,7 +61,7 @@ configs:
 
 - [Dataset Description](#dataset-description)
   - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
+  - [Supported Tasks](#supported-tasks)
   - [Languages](#languages)
 - [Dataset Structure](#dataset-structure)
   - [Data Instances](#data-instances)
@@ -92,14 +92,15 @@ configs:
 
 ### Dataset Summary
 
-NSME-COM, the NeuralSpace Massive E-commerce Dataset is a collection of resources for training, evaluating, and analyzing natural language understanding systems.
+The NSME-COM dataset (NeuralSpace Massive E-Comm) is a manually curated dataset by data engineers at [NeuralSpace](https://www.neuralspace.ai/) for the insurance and retail domain. The dataset files are available in JSON format.
 
-### Supported Tasks and Leaderboards
 
+### Supported Tasks
+
+
+#### nsme-com
 
-#### nsds
 
-A manually-curated domain specific dataset by Data Engineers at [NeuralSpace](https://www.neuralspace.ai/) for rare E-commerce domains such as Insurance and Retail for NL researchers and practitioners to evaluate state of the art models [here](https://www.neuralspace.ai/) in 100+ languages. The dataset files are available in JSON format.
 
 ### Languages
 
@@ -133,7 +134,7 @@ An example of 'train' looks as follows.
 
 The data fields are the same among all splits.
 
-#### nsds
+#### nsme-com
 
 - `text`: a `string` feature.
 - `intent`: a `string` feature.
@@ -144,7 +145,7 @@ The data fields are the same among all splits.
 #### nsds
 |    |train|test|
 |----|----:|---:|
-|nsds| 1725| 406|
+|nsme-com| 1725| 406|
 
 ### Contributions
 Ankur Saxena (ankursaxena@neuralspace.ai)