🚀 100 Times Faster Natural Language Processing in Python


28 bookmarks. First posted by phutwo 9 weeks ago.


SpaceX Falcon Heavy Launch — Credit SpaceX How to take advantage of spaCy & a bit of Cython for blazing fast NLP I also published a Jupyter notebook with the…
from instapaper
4 weeks ago by hustwj
When we published our Python coreference resolution package✨ last year, we got an amazing feedback from the community and people started to use it for many applications 📚, some very different from…
cython  nlp  python 
7 weeks ago by fionntan
When we published our Python coreference resolution package✨ last year, we got an amazing feedback from the community and people started to use it for many applications 📚, some very different from…
nlp  python 
8 weeks ago by kensnyder
This concludes our quick introduction on using Cython for NLP. I hope you enjoyed it.
There are a lot of other things to says on Cython but it would get us too far from this simple introduction. The best place to start from now is probably the Cython tutorials for a general overview and spaCy’s Cython page for NLP.
nlp  python  cython  performance 
8 weeks ago by euler
When we published our Python coreference resolution package✨ last year, we got an amazing feedback from the community and people started to use it for many applications 📚, some very different from…
python  cython 
9 weeks ago by synergyfactor
GitHub is where people build software. More than 27 million people use GitHub to discover, fork, and contribute to over 80 million projects.
python  nlp 
9 weeks ago by geetarista
When we published our Python coreference resolution package✨ last year, we got an amazing feedback from the community and people started to use it for many applications ?, some very different from our original dialog use-case ?.
IFTTT  Pocket 
9 weeks ago by serkef
When we published our Python coreference resolution package✨ last year, we got an amazing feedback from the community and people started to use it for many applications 📚, some very different from…
cython  python  performance  spacy  nlp 
9 weeks ago by pmigdal
SpaceX Falcon Heavy Launch — Credit SpaceX How to take advantage of spaCy & a bit of Cython for blazing fast NLP I also published a Jupyter notebook with the…
from instapaper
9 weeks ago by toph
I also published a Jupyter notebook with the examples I describe in this post.
When we published our Python coreference resolution package✨ last year, we got an amazing feedback from the community and people started to use it for many applications 📚, some very different from our original dialog use-case 👥.

And we discovered that, while the speed was totally fine for dialog messages, it could be really slow 🐌 on larger news articles.

I decided to investigate this in details and the result is NeuralCoref v3.0 which is about 100 times faster 🚀 than the previous version (several thousands words per seconds) while retaining the same accuracy, and the easiness of use and eco-system of a Python library.

In this post I wanted to share a few lessons learned on this project, and in particular:
python  NLP 
9 weeks ago by danwin
When we published our Python coreference resolution package✨ last year, we got an amazing feedback from the community and people started to use it for many applications 📚, some very different from…
python 
9 weeks ago by phutwo