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NLP Pipeline and Terminologies
[!question]- What are the applications of NLP?
- Email filters
- Smart assistants
- Search results
- Predictive text
- Translation
- Digital call answering
- Text analysis
- Data Analytics
[!question]- Word boundaries Decide where one word ends and another begins
[!question]- Tokenization Split words, phrases and idioms
[!question]- Stemming Map the word to its appropriate root
[!question]- Disambiguation Differentiate between content vs intent. Determine the meaning and sense of the word
[!question]- Topic Models Picks topics from a set of documents
[!question]- NLP Pipeline Tokenization -> Stop word removal -> Lemmatization -> Normalization