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README.md

LatinCy

Synthetic trained spaCy pipelines for Latin NLP. Developed by Patrick J. Burns.

LatinCy models are trained on large amounts of Latin data, including all five Latin Universal Dependency treebanks, and deliver strong performance across core NLP tasks:

  • POS tagging: 97.41% accuracy
  • Lemmatization: 94.66% accuracy
  • Morphological tagging: 92.76% accuracy

Models

Latin (spaCy)

Model Description
la_core_web_trf Transformer pipeline
la_core_web_lg Large pipeline with floret vectors
la_core_web_md Medium pipeline with floret vectors
la_core_web_sm Small pipeline

Ancient Greek (spaCy)

Model Description
grc_dep_web_trf Transformer pipeline
grc_dep_web_lg Large pipeline with floret vectors
grc_dep_web_md Medium pipeline with floret vectors
grc_dep_web_sm Small pipeline

Multi-framework

Model Framework
la_udpipe_latincy UDPipe
la_stanza_latincy Stanza
la_flair_latincy Flair

Links

  • Paper (arXiv)
  • All models on HuggingFace
  • LatinCy Dashboard — interactive demo
  • latincy-readers — corpus readers for Latin text collections

Citation

@misc{burns_latincy_2023,
    title = {{LatinCy}: Synthetic Trained Pipelines for Latin {NLP}},
    author = {Burns, Patrick J.},
    url = {https://arxiv.org/abs/2305.04365v1},
    date = {2023-05-07},
}

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  1. latincy-readers latincy-readers Public

    LatinCy-powered corpus readers for Latin text collections

    Python 11

Repositories

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  • latincy-lexicon-site Public

    FastAPI lookup service for Latin dictionary entries, sentence analysis, and inflectional paradigms. Built on latincy-lexicon + LatinCy.

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    Python 0 MIT 0 0 0 Updated Oct 9, 2026
  • latincy-readers Public

    LatinCy-powered corpus readers for Latin text collections

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    latincy/latincy-readers's past year of commit activity
    Python 11 MIT 0 0 0 Updated Oct 7, 2026
  • latincy-vocab Public

    Latin vocabulary list builder powered by the LatinCy spaCy ecosystem

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    Python 1 MIT 1 0 0 Updated Oct 5, 2026
  • latincy-lexicon Public

    Whitaker's Words lexical data as LatinCy pipeline components for Latin NLP

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    latincy/latincy-lexicon's past year of commit activity
    Python 2 0 0 0 Updated Oct 5, 2026
  • grc_text_tesserae Public Forked from diyclassics/grc_text_tesserae

    Plaintext files with Ancient Greek texts from the Tesserae Project

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    Python 0 7 0 0 Updated Oct 5, 2026
  • lat_text_tesserae Public Forked from cltk/lat_text_tesserae

    LatinCy Tesserae Latin Corpus

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    HTML 0 8 0 0 Updated Oct 5, 2026
  • la-latincy-lookups Public

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    latincy/la-latincy-lookups's past year of commit activity
    Python 0 0 0 0 Updated Sep 18, 2026
  • latincy-dashboard Public

    Streamlit dashboard for exploring features of the LatinCy models

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    latincy/latincy-dashboard's past year of commit activity
    Python 3 MIT 0 0 0 Updated Aug 11, 2026
  • grc-latincy-lookups Public

    Ancient Greek lookup tables for LatinCy Greek spaCy pipelines (1.24M lemma entries)

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    Python 0 0 0 0 Updated Aug 8, 2026
  • latincy-preprocess Public

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    latincy/latincy-preprocess's past year of commit activity
    Python 3 MIT 0 0 0 Updated Aug 7, 2026
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