Update README.md

README.md

@@ -1,7 +1,7 @@
 # Parrot
 
 ## 1. What is Parrot?
-Parrot is a paraphrase based utterance augmentation framework purpose built to accelerate training NLU models. A paraphrase framework is more than just a paraphrasing model. Please refer to the [github page](https://github.com/PrithivirajDamodaran/Parrot)
+Parrot is a paraphrase based utterance augmentation framework purpose built to accelerate training NLU models. A paraphrase framework is more than just a paraphrasing model. More details on the library and usage please refer to the [github page](https://github.com/PrithivirajDamodaran/Parrot)
 
 
 ### Installation
@@ -68,42 +68,6 @@ list some famous places which we should not miss in russia?
 ```
 
 
-### How to get syntactic and phrasal diversity/variety in your paraphrases using parrot? 
-
-You can play with the do_diverse knob (check out the next section for more knobs). 
-Consider this example: do_diverse = False (default)
-
-```
-------------------------------------------------------------------------------
-Input_phrase: The ultimate test of your knowledge is your capacity to convey it to another.
-------------------------------------------------------------------------------
-'the final test of knowledge is your capacity to impart it '
-'the ultimate test of a person's knowledge is his ability to transmit it to another '
-'the ultimate test of knowledge is the ability to communicate it to another '
-'the ultimate test of knowledge is your ability to communicate it to others '
-'the test of your knowledge is your capacity to communicate it to others '
-'the ultimate test for knowledge is the capacity to show it to another '
-'the ultimate test of your knowledge is your ability to transmit to others '
-'the ultimate test of a knowledge is your capacity to communicate it to another '
-'the ultimate test of knowledge is your capacity to transmit it to another '
-'the final test of your knowledge is your ability to convey it to another '
-```
-do_diverse = True
-```
-------------------------------------------------------------------------------
-Input_phrase: The ultimate test of your knowledge is your capacity to convey it to another.
-------------------------------------------------------------------------------
-'one of the ultimate tests of knowledge is your ability to communicate it to another person '
-'one of the ultimate tests of knowledge is your ability to transmit it to another person '
-'one of the ultimate tests of knowledge is your ability to communicate it to another '
-'one of the greatest tests of knowledge is your ability to convey it to another '
-'one of the ultimate tests of knowledge is your ability to transmit it to another '
-'one of the ultimate tests of knowledge is your ability to convey it to another person '
-'one of the ultimate tests of knowledge is the ability to convey it to another '
-'the ultimate test of your knowledge is your ability to communicate it to another '
-'the ultimate test of your knowledge is your ability to transmit it to another '
-```
-
 ### Knobs
 
 ```python