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Stanza Alternatives
Similar projects and alternatives to Stanza
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trankit
Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing
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HanTa
The Hanover Tagger - A simple approach to lemmatization and POS-tagging of German morphology based on heuristics and hidden markov models
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stanfordnlp
[Deprecated] This library has been renamed to "Stanza". Latest development at: https://github.com/stanfordnlp/stanza
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bllip-parser
BLLIP reranking parser (also known as Charniak-Johnson parser, Charniak parser, Brown reranking parser) See http://pypi.python.org/pypi/bllipparser/ for Python module.
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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 Stanza alternative or higher similarity.
Stanza discussion
Stanza reviews and mentions
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.
- Down and Out in the Magic Kingdom
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Parts of speech tagged for German
I use Python's spacy library: https://spacy.io/models/de or stanza: https://stanfordnlp.github.io/stanza/ each with their respective language models.
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Off the shelf sentence parsers?
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
- Spacy vs NLTK for Spanish Language Statistical Tasks
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Stanza not tokenising sentences as expected
I am using Stanza to tokenise the sentences:
- Stanza β A Python NLP Package for Many Human Languages
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Stats
Basic Stanza repo stats
8
7,337
9.7
3 days ago
stanfordnlp/stanza is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of Stanza is Python.
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