spacy-experimental

đŸ§Ș Cutting-edge experimental spaCy components and features (by explosion)

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better spacy-experimental alternative or higher similarity.

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spacy-experimental reviews and mentions

Posts with mentions or reviews of spacy-experimental. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-07.
  • Newbie question with Spacy Coreference Resolution
    3 projects | /r/LanguageTechnology | 7 Oct 2022
    Trying to work with the newly released coreference resolution pipeline
  • spaCy just got an experimental feature to detect co-references
    1 project | /r/learnmachinelearning | 7 Oct 2022
    I think the details are mentioned here: https://github.com/explosion/spacy-experimental/releases/tag/v0.6.0
  • SpanFinder is a new experimental spaCy component that identifies span boundaries
    1 project | news.ycombinator.com | 21 Jun 2022
  • Cython Is 20
    9 projects | news.ycombinator.com | 4 Apr 2022
    I can't speak for the parent commenter, but there is ofte. code 'around' the machine learning code that benefits from high-performance implementations. To give two examples:

    1. We recently implemented an edit tree lemmatizer for spaCy. The machine learning model predicts labels that map to edit trees. However, in order to lemmatize tokens, the trees need to be applied. I implemented all the tree wrangling in Cython to speed up processing and save memory (trees can be encoded as compact C unions):

    https://github.com/explosion/spaCy/blob/master/spacy/pipelin...

    2. I am working on a biaffine parser for spaCy. Most implementations of biaffine parsing use a Python implementation of MST decoding, which is unfortunately quite slow. Some people have reported it to dominate parsing time (rather than a rather expensive transformer + biaffine layer). I have implemented MST decoding in Cython and it barely shows up in profiles:

    https://github.com/explosion/spacy-experimental/blob/master/...

  • Utilizando Neural edit-tree lemmatization para o portuguĂȘs
    1 project | dev.to | 26 Mar 2022
    NĂłs iremos utilizar o template do edit_tree_lemmatizer contido da pasta de projetos do repositĂłrio https://github.com/explosion/spacy-experimental e modificaremos para treinar um modelo em portuguĂȘs em vez de alemĂŁo.
  • A note from our sponsor - Nutrient
    www.nutrient.io | 13 Feb 2025
    Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries. Learn more →

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3.8
10 months ago

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Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
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