spaCy

@spacy_io

Open-source library for industrial-strength Natural Language Processing in Python. Developed by 💥 📖 📘 📺

Berlin, Germany
spacy.io
Clárú: Lúnasa 2015
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  1. Tweet Greamaithe
    2 Lún 2019

    Say hello to spacy-pytorch-transformers! 🛸 BERT, XLNet & GPT-2 in your spaCy pipeline 🤗 Based on 's pytorch-transformers 🎚️ Fine-tune pretrained models on your task 📦 Model packages for English & German 🚀 Token alignment, similarity & more

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  2. Rinne Atweetáil
    14 Aib

    Want to find out what your word embeddings are truly capturing? Have a look at the newest addition to our universe: . This library by supports spaCy models and sense2vec, and has some cool interactive visualisations! 🤓

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  3. Rinne Atweetáil
    8 Aib

    I really loved this blog post! It's a good example of the type of linguistic trade-offs NLP systems are often making. Word relationships are DAGs, but often you don't lose much information if you use a tree instead. And sometimes you can even get away with flat spans. 1/n

    Great post by on creating labelled data for legal NLP, the subtle decisions you have to make and why it's important to reason about your data. Featuring and & 's work on numeric fused heads! 📖
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  4. Rinne Atweetáil
    7 Aib

    Feature Highlights 1. Python labeling function library for core clinical text tasks (negation, temporality, many more) 2. Tutorials for sentence & relation classification 3. pipeline for NLP preprocessing with EHR-specific tokenization and sentence boundary detection

    1 fhreagra amháin 1 atweetáil amháin 2 chroí
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  5. Rinne Atweetáil
    7 Aib

    Blackstone v2, the legal library from is coming on very nicely, particularly now has teamed up with me to get the new version ready. The original NER has an F1 of ~75%. The new model is now performing at ~89%, which is a really decent boost.

    Last summer, ’s nascent R&D division, , released its first piece of software in the form of a Python library called Blackstone (), a library for doing on judgments and other narrative-style legal texts (skeletons, journals)
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  6. Rinne Atweetáil
    1 Aib

    🎙️🐍I talked to Tobias on shortly after was released. It was awesome to catch up again! We spoke about , & how spaCy has been changing to take advantage of new developments in NLP.

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  7. Rinne Atweetáil
    23 Márta

    📢📢📢 Interrupting your regular scheduled Covid-19 programming to bring you a blog post about the `DependencyMatcher`, a little known but powerful feature! Code in Google Colab to follow along, too!

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  8. Rinne Atweetáil
    22 Márta

    Using stanza, spacy and pytextrank to do NER in Russian and Keyword extraction in Swedish. Thanks to

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  9. Rinne Atweetáil
    21 Márta

    Day 8 Completed ch 1 exercises of 's "Advanced NLP with spaCy" course.

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  10. Rinne Atweetáil
    19 Márta

    New blog post! Looking at this weeks 🧹 Using with {spacyr} to extract part-of-speech for use in and {textrecipes} 📚 General text mining with {tidytext} and hyperparameter tuning with {tune} ✨

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  11. 17 Márta

    Cool project for interactive NLP with built-in support for text classification using spaCy and spacy-transformers. 📄 Repo: 📺 While you're at it, check out 's amazing talk on applied NLP:

    Looking to do text classification? Working with text data? You're in luck, gobbli 0.1.0 was just released! We've added an awesome interactive app to help you explore data + evaluate models. Take a look at the medium post for more details.
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  12. Rinne Atweetáil
    17 Márta

    Always amazed by how responsive the spaCy team is! Great job by on integrating Stanza with spaCy, within... 2 hours since the release! 👍 Note that you can also use spaCy for fast tokenization in Stanza now. As simple as `tokenize="spacy"` 😀

    Now also available for your spaCy pipeline: spacy-stanza (formerly spacy-stanfordnlp) integrates Stanza by – with support for more languages and NER 🚀
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  13. 17 Márta

    Now also available for your spaCy pipeline: spacy-stanza (formerly spacy-stanfordnlp) integrates Stanza by – with support for more languages and NER 🚀

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  14. Rinne Atweetáil
    16 Márta

    Btw, I've reorganized our YouTube playlists so it's easier to find stuff. If you feel like watching some NLP content, check it out 👀 We have all talks from , end-to-end tutorials, 's spaCy series & talks from various conferences. 📺

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  15. 16 Márta

    ✂️ spacy-syllables: Easy-to-use pipeline component for adding multilingual syllable annotations to tokens, powered by pyphen with support for lots of languages!

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  16. Rinne Atweetáil
    16 Márta

    ✨📺 NEW VIDEO! 📺✨ I'm using & to train an NER model from scratch with semi-automatic annotation & transfer learning. It's about food trends & we're also building a cool bar chart race visualization! Watch it here:

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  17. Rinne Atweetáil
    11 Márta

    libpython-clj is great. You can use any Python library in Clojure! (spaCy, Tensorflow, PyTorch and that's just a few.)

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  18. 12 Márta

    Out now: spaCy v2.2.4! 💬 Alpha tokenization support for Yoruba and Basque 📚 Various updates to existing language data 🐛 Lots of bug fixes and UX improvements

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  19. Rinne Atweetáil
    10 Márta

    Unsurprisingly, it's not going to be in July. We'll see how things unfold – we look forward to hosting you all in Berlin when we can 🤞

    Yes, there'll definitely be a again this year 🏜 We're still working on confirming the venue, date and speakers. The preliminary date we're looking at is Saturday, June 27 (not official yet, though).
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  20. Rinne Atweetáil
    7 Márta

    Med7 - + - based clinical NER model to recognise medications and related entities. GitHub: … Medium: Thanks for tools and for inspiration from scispaCy!

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  21. Rinne Atweetáil
    5 Márta

    Quick update on the BlackstoneNLP library we released through last summer: 1. The model is currently being retrained to support v.2.2+. It breaks at north of 2.1.8 at the moment.

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