Analyzing the comments text
NLP is a field of AI that involves the use of computational techniques to enable computers to understand, interpret, transform, and even generate human language. NLP uses several techniques, algorithms, and models to process and analyze large datasets of text. Among these techniques, we can mention:
- Tokenization: Breaks down text into smaller units, like words, parts of words, or characters
- Lemmatization or stemming: Reduces the words to dictionary form or removes the last few characters to get to a common form (stem)
- Part-of-Speech (POS) tagging: Assigns a grammatical category (for example, nouns, verbs, proper nouns, and adjectives) to each word in a sequence
- Named Entity Recognition (NER): Identifies and classifies entities (for example, names of people, organizations, and places)
- Word embeddings: Use a high-dimensional space to represent the words, a space in which the position of each word is determined by its relationship...
