We see here that Spacy correctly tagged all of our words, and it identified Please like an Interjection 7 as opposed to a Verb, which is more accurate and also identified Book as a Verb in the first sentence.Įach of these libraries has its pros and cons. Start by importing all the needed libraries. We'll do the absolute basics for each and compare the results. Let's start with some simple examples of POS tagging with three common Python libraries: NLTK 4, TextBlob 5, and Spacy 6. These are not always considered POS but are often included in POS tagging libraries. Determiner or Article: A grammatical marker of definiteness (the) or indefiniteness (a, an).Interjection: An interjection is a word used to express emotion.Conjunction: A conjunction joins words, phrases, or clauses.Preposition: A preposition is a word placed before a noun or pronoun to form a phrase modifying another word in the sentence.Adverb: An adverb modifies or describes a verb, an adjective, or another adverb.Adjective: An adjective modifies or describes a noun or pronoun. ![]()
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