spacy-iwnlp

Integration of IWNLP-py as spaCy extension


Keywords
IWNLP, NLP, German, lemmatization, Wiktionary, spaCy, spacy-extension, spacy-pipeline
License
MIT
Install
pip install spacy-iwnlp==3.0.0

Documentation

spacy-iwnlp

license Build Status

This package uses the spaCy 3.0 extensions to add IWNLP-py as German lemmatizer directly into your spaCy pipeline.

Please report bugs with spacy-iwnlp as issue in IWNLP-py.

Usage

import spacy
from spacy_iwnlp import spaCyIWNLP
nlp = spacy.load('de_core_news_sm')
nlp.add_pipe('iwnlp', config={'lemmatizer_path': 'data/IWNLP.Lemmatizer_20181001.json'})
doc = nlp('Wir mögen Fußballspiele mit ausgedehnten Verlängerungen.')
for token in doc:
    print('POS: {}\tIWNLP:{}'.format(token.pos_, token._.iwnlp_lemmas))

Installation

  1. Use pip to install spacy-iwnlp
pip install spacy-iwnlp
  1. Download the latest processed IWNLP dump from http://lager.cs.uni-duesseldorf.de/NLP/IWNLP/IWNLP.Lemmatizer_20181001.zip and unzip it.

Citation

Please include the following BibTeX if you use IWNLP in your work:

@InProceedings{liebeck-conrad:2015:ACL-IJCNLP,
  author    = {Liebeck, Matthias  and  Conrad, Stefan},
  title     = {{IWNLP: Inverse Wiktionary for Natural Language Processing}},
  booktitle = {Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
  year      = {2015},
  publisher = {Association for Computational Linguistics},
  pages     = {414--418},
  url       = {http://www.aclweb.org/anthology/P15-2068}
}