How can you create word substitution rules based on synsets in WordNet via NLTK

Question

With the help of code, can you create word substitution rules based on synsets in WordNet via NLTK?

Answer 1

To create word substitution rules based on synsets in WordNet via NLTK, you can use the Wordnet module to find synonyms for a word and replace it with one of them. Here is the code reference which you can refer to:

In the above code, we are using the following:

• wordnet.synsets(word): Retrieves synsets (sets of synonyms) for a word.
• lemma_names(): Extracts synonyms from the synsets.
• get_synonym(word): Returns a synonym for the word or the word itself if no synonyms are found.
• Text Processing: Replaces words in the text with their synonyms.

Hence, this creates simple word substitution rules for text transformation.