Challenge: Lemmatization with POS Tagging
Compito
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Your are given some text in text
variable. Your task is to perform a lemmatization with pos tags on this text. To do this:
- Convert
text
to lowercase and save intext_lower
. - Tokenize the
text_lower
string and save the result intokens
. - Load English stop words, convert them to
set
, and save instop_words
. - Filter out the stop words using list comprehension and save the result in
filtered_tokens
. - Perform POS tagging using the respective function and save the result in
tagged_tokens
. - Create a WordNet Lemmatizer and save it in
lemmatizer
. - Lemmatize the tokens taking their POS tags into account using list comprehension and save the result in
lemmatized_tokens
.
Soluzione
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