Update README.md

README.md

@@ -17,26 +17,21 @@ configs:
 The `html_to_json_information_extraction` dataset is a collection of over 7300 HTML snippets and their extracted information in JSON.
 These HTML have been sourced (scraped) from about 25 companies' career pages.
 The dataset contains three splits - `train`, `test`, `unseen_test`.
-The `html_to_json_information_extraction` dataset has been built to fine tune SLMs & LLMs for the information extraction task.
+This dataset has been built to fine tune SLMs & LLMs for the information extraction task.
 
 #### `train` split
 
-This split contains over 5500 pair of HTML-JSON data points and have been sourced (scraped) from 22 companies' career pages.
+This split contains over 5700 pair of HTML-JSON data points which have been sourced (scraped) from 22 companies' career pages.
 
 #### `test` split
 
-This split contains over 1300 pair of HTML-JSON data points and have been sourced (scraped) from the same
+This split contains over 1300 pair of HTML-JSON data points which have been sourced (scraped) from the same
 22 companies' career pages as the `train` split.
 
 #### `unseen_test` split
 
-This split contains over 300 pair of HTML-JSON data points, and, have been sourced (scraped) from 3 companies' career pages.
-These 3 companies are not present in the 22 company list from which `test` & `train` splits have been built.
-
-## Languages
-
-- HTML
-- English
+This split contains over 300 pair of HTML-JSON data points, and, these have been sourced (scraped) from 3 companies' career pages.
+These 3 companies are not present in the list of 22 companies from which `test` & `train` splits have been built.
 
 ## Sample
 
@@ -52,4 +47,9 @@ true">  <a data-mapped="true" href="/arenaai/jobs/4378219101">Frontend Engineer
 
 ```
 [{"Job Title":"Frontend Engineer","Job Location":"New York City","Job ID":"4378219101","Job Link":"/arenaai/jobs/4378219101"},{"Job Title":"Fullstack Engineer","Job Location":"New York","Job ID":"4428844101","Job Link":"/arenaai/jobs/4428844101"}]
-```
+```
+
+## Languages
+
+- HTML
+- English