NLP Examples: How Natural Language Processing is Used? However, there any many variations for smoothing out the values for large documents. Let’s calculate the TF-IDF value again by using the new IDF value. Notice that the first description contains 2 out of 3 words from our user query, and the second description contains 1 word…