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Say hello to spacy-pytorch-transformers!
BERT, XLNet & GPT-2 in your spaCy pipeline
Based on @HuggingFace's pytorch-transformers
Fine-tune pretrained models on your task
Model packages for English & German
Token alignment, similarity & morehttps://explosion.ai/blog/spacy-pytorch-transformers …Show this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
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spaCy Retweeted
The big feature coming in
@spacy_io v3 is much better training & model configurability, via our release of http://Thinc.ai . This makes it much easier to have transformer-based pipelines with optional multi-task learning. Preliminary results are pretty encouraging
pic.twitter.com/UdMNhQuP3l
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spaCy Retweeted
I released a new version of Finnish
@spacy_io#NLP model. It supports noun phrase extraction! https://github.com/aajanki/spacy-fi …pic.twitter.com/T9vvFJXequ
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spaCy Retweeted
Wrote up a blog post on how I loaded 20,000 tags into
@RoamResearch with@spacy_io: http://zachwill.com/20k-roam-tags/ /cc#roamcultpic.twitter.com/M8MW9rR9aA
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spaCy Retweeted
Recorded a video version of the
@spacy_io course!
You can watch it as video lessons in the course app, or as one single video tutorial on YouTube, with breaks for exercises. More languages coming soon!
Course: https://course.spacy.io/en/chapter1
YouTube: https://www.youtube.com/watch?v=THduWAnG97k …pic.twitter.com/5ZCo5laSDI
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spaCy Retweeted
I've added some features that might make it easier for you to explore
@Rasa_HQ whatlies with scikit-learn. There's some caveats due to pickling of backends, but you can easily get some@spacy_io or fasttext into sklearn pipelines. https://rasahq.github.io/whatlies/tutorial/languages/#scikit-learn …pic.twitter.com/vzoc15QI0n
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spaCy Retweeted
Really proud to now offer
@_inesmontani 's spaCy course in 4 languages: English, German, Japanese and now, Spanish
We were incredibly lucky to go to @PyConColombia all those years ago in February 2020
. We saw how awesome the Latin Python community is. We hope this helps!https://twitter.com/spacy_io/status/1259911560560021510 …Show this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
spaCy Retweeted
Wrote a small guide on how to package a custom
@spacy_io model to work inside of@Rasa_HQ.https://blog.rasa.com/custom-spacy-components/ …Thanks. Twitter will use this to make your timeline better. UndoUndo -
spaCy Retweeted
Using
@GraknLabs with@spacy_io for automated#KnowledgeGraph creation. Very cool!https://twitter.com/Twosixlabs/status/1259903485560176640 …Thanks. Twitter will use this to make your timeline better. UndoUndo -
¡Nuestro popular curso interactivo en línea ahora en español! Gracias a
@Mariacamilagl30 por la traducción.
4 capítulos: de primeros pasos a tu propio modelo de spaCy
50 ejercicios interactivos de Python en la web
100% gratis & código librehttps://course.spacy.io/es/ Thanks. Twitter will use this to make your timeline better. UndoUndo -
spaCy Retweeted
New blog post showing how to customize
@spacy_io training parameters from the comfort of your jupyter notebook :)https://medium.com/@enrico.alemani/the-customized-spacy-training-loop-9e3756fbb6f6 …Thanks. Twitter will use this to make your timeline better. UndoUndo -
spaCy Retweeted
Spacy_conll @ v2! Now w/ tested support for (spacy-)stanza models (
@stanfordnlp) and (spacy-)udpipe, easy parser init, Token attributes, and more. Easily parse text w/ stanza, udpipe, or spacy & write to files in four lines! https://github.com/BramVanroy/spacy_conll/ …@spacy_io#NLProc#nlppic.twitter.com/K1YBT8Pqbg
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spaCy Retweeted
Quite an honor to see
@opentheboxbe is (briefly) mentioned in the new "entity linking" tutorial of@spacy_io, one of the top notch nlp platforms out there!@opentheboxbe uses nlp to extract entities from official company publications and enrich its business networkhttps://twitter.com/spacy_io/status/1258392291384983558 …
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All code and data used in this video is published on GitHub, and you can follow along in a Jupyter notebook:https://github.com/explosion/projects/tree/master/nel-emerson/scripts/notebook_video.ipynb …
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NEW VIDEO! In this tutorial, @OxyKodit shows how to use spaCy to train a fully custom Entity Linking model to disambiguate different mentions of the person "Emerson" to unique identifiers in a knowledge base. Watch it here: https://www.youtube.com/watch?v=8u57WSXVpmw …pic.twitter.com/lA5wuclbjk
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spaCyのオンラインコースを日本語で読めるようになりました!(翻訳:
@tamurahey)
4章構成: spaCyのモデルの使い方からスタート
50以上のインタラクティブなPython演習をブラウザ上で
100%無料のオープンコースhttps://course.spacy.io/ja/ Thanks. Twitter will use this to make your timeline better. UndoUndo -
spaCy Retweeted
This is how using the python code looks like. For people who are doing NLP by looking at http://spacy.io dependency trees, its a breeze to integrate, and will likely potentially very nice gains over them. https://twitter.com/yoavgo/status/1257716750344388608 …pic.twitter.com/fpDEVM0Ddu
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spaCy Retweeted
I'm happy to share the spacy-annotator: python library to create training data for
@spacy_io NER models using ipywidgets. GitHub:https://github.com/ieriii/spacy-annotator … Blog post: https://link.medium.com/9r9tuZsUb6Thanks. Twitter will use this to make your timeline better. UndoUndo -
spaCy Retweeted
Our new paper on biodiversity & innovation in Antarctica is on bioRxiv https://bit.ly/3c0AK6J . Written in
#rstats, thanks to bookdown, tidyverse, sparklyr, taxize, tidytext, spacyr, osfr,@spacy_io,@TheLensOrg,@GBIF@rOpenSci@JasmineKindness,@MSFTAcademic.Show this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
spaCy Retweeted
Hey
friends, I'm very happy to share Hammurabi, a python rule engine developed @ @Babylon_Eng. It is
@spacy_io compatible,
has its own simple language, &
battle-tested for a year.
cc: @kboda@mlehl88#JackFlann#JamesGrant https://hmrb.readthedocs.io/en/latest/index.html …Thanks. Twitter will use this to make your timeline better. UndoUndo
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