def test_entities2prolog(self):
demo_text = 'Rami Eid is studying at Stony Brook University in NY.' # Michael Irwin Jordan (born 1956) is an American scientist, Professor at the University of California, Berkeley and leading researcher in machine learning and artificial intelligence.'
entities = mitie_extract_ner(demo_text)
pl_results = entities2datalog(entities)
self.assertIn("organization_name(organization1,'Stony Brook University').", pl_results)
for demo in demo_text:
print('Processing text: ', demo)
print('')
print('###### Noun Phrases: ML Extractor #####')
pprint(ml_np_extract(demo))
print('')
print('###### Noun Phrases: RegEx Extractor #####')
pprint(regex_np_extract(demo))
print('')
print('###### NLTK NER #####')
pprint(dict(nltk_extract_ner(demo)))
print('')
print('###### Stanford NER #####')
pprint(dict(stanford_extract_ner(demo)))
print('')
print('###### MIT_IE NER #####')
pprint(dict(mitie_extract_ner(demo)))
print('')
print('###### AlchemyAPI NER #####')
pprint(dict(alchemyapi_extract_ner(demo)))
print('')
