Stanza VS polyglot

Compare Stanza vs polyglot and see what are their differences.

Stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages (by stanfordnlp)

polyglot

Multilingual text (NLP) processing toolkit (by aboSamoor)
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Stanza polyglot
8 1
7,013 2,244
1.0% -
9.7 0.0
2 days ago 5 months ago
Python Python
GNU General Public License v3.0 or later GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Stanza

Posts with mentions or reviews of Stanza. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-06.
  • Parts of speech tagged for German
    3 projects | /r/German | 6 Jan 2023
    I use Python's spacy library: https://spacy.io/models/de or stanza: https://stanfordnlp.github.io/stanza/ each with their respective language models.
  • Off the shelf sentence parsers?
    2 projects | /r/LanguageTechnology | 26 Aug 2022
    stanza has a constituency parser. There's a model compatible with the dev branch with an accuracy of 95.8 on PTB, using Roberta as a bottom layer, so it's pretty decent at this point. (The currently released model is not as accurate, but it's easy to get the better model to you.) There's also Tregex as a Java addon which can very easily search for a noun phrase highest up in the tree: NP !>> NP will search for a noun phrase which is not dominated by any higher up noun phrase.
  • The Spacy NER model for Spanish is terrible
    2 projects | /r/LanguageTechnology | 20 Dec 2021

polyglot

Posts with mentions or reviews of polyglot. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-25.

What are some alternatives?

When comparing Stanza and polyglot you can also consider the following projects:

spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python

NLTK - NLTK Source

TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

langid.py - Stand-alone language identification system

BERT-NER - Pytorch-Named-Entity-Recognition-with-BERT

Jieba - 结巴中文分词

flair - A very simple framework for state-of-the-art Natural Language Processing (NLP)

pytext - A natural language modeling framework based on PyTorch

trankit - Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing