如何从普林斯顿英语 WordNet 获取词性和单词列表？

Question

I'd like a complete list of parts of speech (eg, adj., adv., and .v) for English words. All I need is just a TSV table with two columns, with the first column the word and the second column POS.

I know that wordnet should contain such information. But it contains more than what I needed. I am not sure which file I should use.

https://wordnet.princeton.edu/download

Does anybody know a convenience-to-use file that contains English words and their POS? Thanks.

Answer 1

Wordnet doesn't give you "word" per say but lemmas.

from nltk.corpus import wordnet as wn

for ss in wn.all_synsets():
    for lemma in ss.lemma_names():
        print(ss.offset() + '\t' + ss.pos() +'\t' + lemma)

See

• All synonyms for word in python?
• Stemmers vs Lemmatizers
• https://www.kaggle.com/alvations/basic-nlp-with-nltk