Stanza

Developed by the Stanford NLP Group, this library offers a Python-based interface to run natural language processing tools in over 60 languages. In addition to the neural network-based pipeline structure applied with PyTorch, it also includes special model packages for biomedical and clinical texts. In addition, the library provides access to the Stanford CoreNLP software via Python.

ST

stanfordnlp · Translation & NLP

STARS7.9K
FORKS964
COMMITS—
CONTRIBUTORS77
VERSIONv1.9.2
UPDATEDyesterday
NLPstanfordnerMultilingualApache-2.0

Common commercial products in this category: Google Translate, DeepL, Microsoft Translator

What can it do?
  • You run natural language processing tools in over 60 languages
  • You perform syntactic analysis and entity name recognition on biomedical and clinical texts
  • Access Stanford CoreNLP software via Python interface
User reviews
  • ↓ NegativeHacker News

    Stanza: A Python natural language processing toolkit for many human languages

    “You can also try out Stanza in spaCy --- Ines updated the spacy-stanfordnlp wrapper to use the new version pretty much immediately: I was asked by a friend about Stanza in a private DM, I'll paste the answer here as I think others might find it helpful: Q: are stanza models more…”

  • • NeutralHacker News

    Stanza: A Python natural language processing toolkit for many human languages

    “I was rather curious to see how this handled Garden Path Sentences[0]. For "The old man the boat.", Stanza interprets "man" as a noun rather than a verb. Similarly, for "The complex houses married and single soldiers and their families." "houses" is also interpreted as a noun…”

My note

Alternative pages

More in: Translation & NLP