In any NLP application, we need data or corpus to building NLP tools and applications. A corpus is the most critical and basic building block of any NLP-related application. It provides us with quantitative data that is used to build NLP applications. We can also use some part of the data to test and challenge our ideas and intuitions about the language. Corpus plays a very big role in NLP applications. Challenges regarding creating a corpus for NLP applications are as follows:
- Deciding the type of data we need in order to solve the problem statement
- Availability of data
- Quality of the data
- Adequacy of the data in terms of amount
Now you may want to know the details of all the preceding questions; for that, I will take an example that can help you to understand all the previous points easily. Consider that you want to make an NLP tool that understands...
