[PYTHON] Use KNP as a Universal Dependency parser with spaCy
The other day, we released the spaCy plugin Camphr version 0.5.20. The main feature of this time is [universal dependency] from the analysis result of KNP implemented by Professor Koichi Yasuoka of Kyoto University. It is a function to output the label of (https://universaldependencies.org/). This article will briefly introduce how to use it.
Installation
- Install knp on the system or [KNP docker image](https://github.com/tamuhey/dockerfiles/ pull packages / 171202)
$ pip install camphr[juman]
analysis
import camphr
import spacy
nlp = camphr.load("knp")
doc = nlp("Taro went to Mt. Fuji while eating apples and oranges.")
spacy.displacy.render(doc)
"Apple" and "mandarin orange" are connected by conj (conjunct), which is a wonderful analysis result. Please read Yasuoka-sensei's blog for an explanation of this conj.
It was easy, but the function introduction is over. In addition to UD, Camphr provides KNP-based functions such as named entity recognition. Please read the following documents for details. Camphr KNP document
Acknowledgments
This function was implemented by Professor Koichi Yasuoka of Kyoto University. Thank you for your cooperation.
References
- Camphr: spaCy plugin for Transformers, Udify, KNP - Qiita --A rough introduction to Camphr
- Camphr KNP document
- Do parallel noun phrases in Japanese Universal Dependencies dream of conj?|yasuoka's diary|Srad --This is a commentary on conj in the article. -[Universal Dependencies Japanese Corpus (Natural Language Processing, Vol. 26, No. 1, pp.3-36)](https://www.jstage.jst.go.jp/article/jnlp/26/1/ 26_3 / _article / -char / ja /) --This is a review article on UD in Japanese.
- Doc ยท spaCy API Documentation
--Spacy documentation. It describes the API of
docin the article. - KNP - KUROHASHI-MURAWAKI LAB
- Universal Dependencies
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