https://github.com/NeonGeckoCom/neon-utterance-plugin-postag

https://github.com/NeonGeckoCom/neon-utterance-plugin-postag

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/NeonGeckoCom/neon-utterance-plugin-postag
• Owner: NeonGeckoCom
• Created: 2021-11-28T13:36:48.000Z (about 3 years ago)
• Default Branch: dev
• Last Pushed: 2021-12-15T18:20:51.000Z (about 3 years ago)
• Last Synced: 2024-08-04T02:06:34.228Z (5 months ago)
• Language: Python
• Size: 2.93 KB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 2
• Metadata Files:
  • Readme: readme.md

Awesome Lists containing this project

• awesome-ovos-plugins - neon_utterance_postag_plugin - inject context (postag) (OPM plugins / Utterance Transformers)

README

        
```python

tagger = PosTagger()

_, context = tagger.transform(["o nome do meu cão é Jurebes VI, o temível"], {"lang": "pt"})

print(context)

# {'postag': {'universal': [[('o', 'DET'),

#                            ('nome', 'NOUN'),

#                            ('do', 'ADP'),

#                            ('meu', 'PRON'),

#                            ('cão', 'NOUN'),

#                            ('é', 'VERB'),

#                            ('Jurebes', 'NOUN'),

#                            ('VI', 'NOUN'),

#                            (',', '.'),

#                            ('o', 'DET'),

#                            ('temível', 'NOUN')]]}}

# you can enable new tagsets or override models in .conf

# model_id from https://github.com/NeonJarbas/modelhub

# or full path to local file

tagger.load_models({

    "en": {

        "treebank": "nltk_treebank_perceptron_tagger",  # extra tagsets can be added in .conf

        "brown": "nltk_brown_perceptron_tagger"  # the name can be anything, used as key of returned context

    }

})

_, context = tagger.transform(["My name is Casimiro"])

print(context)

# {'postag': {'brown': [[('My', 'PP$'),

#                        ('name', 'NN'),

#                        ('is', 'BEZ'),

#                        ('Casimiro', 'NP-HL')]],

#             'treebank': [[('My', 'NNP'),

#                           ('name', 'NN'),

#                           ('is', 'VBZ'),

#                           ('Casimiro', 'NNP')]]}}

```