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#using NLTK library. Use porter stemmer and snowball stemmer for stemming. Use
#any technique for lemmatization.
import
import nltk
nltk
from
from nltk.tokenize
nltk.tokenize import
from nltk.stem
nltk.stem import
import WhitespaceTokenizer, WordPunctTokenizer, TreebankWordTokenizer,
TweetTokenizer, MWETokenizer
from
import PorterStemmer, SnowballStemmer
from
from nltk.stem
nltk.stem import
import WordNetLemmatizer
text = "The quick brown fox's jumps were amazing!"
# Tokenizers
print(WhitespaceTokenizer().tokenize(text))
print(WordPunctTokenizer().tokenize(text))
print(TreebankWordTokenizer().tokenize(text))
print(TweetTokenizer().tokenize(text))
mwe = MWETokenizer([('brown', 'fox')])
print(mwe.tokenize(text.lower().split()))
# Stemming
porter = PorterStemmer()
snowball = SnowballStemmer("english")
print([porter.stem(w) for
print([snowball.stem(w) for
for w in
in text.split()])
for w in
in text.split()])
# Lemmatization
nltk.download('wordnet')
lemmatizer = WordNetLemmatizer()
print([lemmatizer.lemmatize(w) for
for w in
in text.split()])
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