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Inflection library
melisa-qordoba edited this page Sep 23, 2020
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ReplaCy uses LemmInflect inflection module underhood.
Speed and accuracy benchmark (copied from the Lemminflect repo):
| Package | Verb | Noun | ADJ/ADV | Overall | Speed |
|----------------------------------------------------------------|
| LemmInflect | 96.1% | 95.4% | 93.9% | 95.6% | 42.0 uS |
| CLiPS/pattern.en | 93.6% | 91.1% | 0.0% | n/a | 3.0 uS |
| Stanford CoreNLP | 87.6% | 93.1% | 0.0% | n/a | n/a |
| spaCy | 79.4% | 88.9% | 60.5% | 84.7% | 5.0 uS |
| NLTK | 53.3% | 52.2% | 53.3% | 52.6% | 13.0 uS |
|----------------------------------------------------------------|