Useful software

[petermr]

NLP software

Hearst patterns

• PyPI https://pypi.org/project/hearstPatterns/#history
• Github: https://github.com/mmichelsonIF/hearst_patterns_python/blob/master/hearstPatterns/test/test_hearstPatterns.py

Will find hyponyms and hypernyms

example

		h = HearstPatterns()
		hyps1 =  h.find_hyponyms("Forty-four percent of patients with uveitis had one or more identifiable signs or symptoms, such as red eye, ocular pain, visual acuity, or photophobia, in order of decreasing frequency.")

		self.assertEqual(hyps1[0], ("red eye", "symptom"))
		self.assertEqual(hyps1[1], ("ocular pain", "symptom"))
		self.assertEqual(hyps1[2], ("visual acuity", "symptom"))
		self.assertEqual(hyps1[3], ("photophobia", "symptom"))

[petermr]

context

• https://stackoverflow.com/questions/50191231/how-do-i-find-a-synonym-of-a-word-or-multi-word-paraphrase-using-the-gensim-tool

• https://towardsdatascience.com/a-beginners-guide-to-word-embedding-with-gensim-word2vec-model-5970fa56cc92

• https://radimrehurek.com/gensim/auto_examples/tutorials/run_word2vec.html