NLP phases:
There are the following five phases of NLP:
- Lexical Analysis: Analyzing the text at the word level, including part-of-speech tagging, named entity recognition, and morphological analysis.
- Syntactic Analysis: Analyzing the grammatical structure of sentences, including parsing, constituency, and dependency parsing.
- Semantic Analysis: Extracting the meaning or semantics of text, including semantic role labeling, word sense disambiguation, and sentiment analysis.
- Discourse Analysis: Analyzing the organization and coherence of a larger piece of text, including coreference resolution and coherence modeling.
- Pragmatic Analysis: Understanding the implied meaning, context, and intention behind the text, including speech act recognition and conversational analysis.
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