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metadata
license: cc-by-sa-4.0
language:
  - grc
task_categories:
  - fill-mask
pretty_name: Ancient Greek Corpus (clean, LLM-repaired)
size_categories:
  - 100M<n<1B
tags:
  - ancient-greek
  - ancient-greek-grc
  - classical-philology
  - masked-language-modeling
  - ocr
configs:
  - config_name: default
    data_files:
      - split: pristine
        path: data/pristine/*.parquet
      - split: repaired
        path: data/repaired/*.parquet

Ancient Greek Corpus — clean, LLM-repaired

A large, deduplicated Ancient Greek corpus assembled from open born-digital editions and public-domain OCR, with the noisier OCR repaired by Qwen3.6-27B. ~383 million words.

Tiers (splits)

split records ~words what it is
pristine 408,219 ~90 M already-clean text (spellchecker ≥99% clean), passed through untouched
repaired 1,743,056 ~290 M noisier OCR (75–95% clean) reconstructed by an LLM editor: lines reflowed, split words rejoined, full polytonic accentuation restored, garbled passages dropped

Total 2,151,275 records · ~380 M words. A cleanliness floor (clean ≥ 0.75) was applied so the noisiest OCR (which the LLM could not reliably repair) is excluded; the per-record clean score lets you tighten the floor further if you wish.

Record schema

{"source": "greek_pd", "id": "...", "license": "Public domain",
 "tier": "repaired", "orig_band": "p080", "clean": 0.83, "text": "..."}

text is NFC-normalised polytonic Greek. clean is the pre-repair spellchecker score; orig_band is the original cleanliness band.

How the repaired tier was made

OCR bands (60–95% of words accepted by an Ancient Greek spellchecker) were shown to Qwen3.6-27B with an editor prompt that: rejoins words split across lines, reflows one-word-per-line text, restores correct breathings/accents/iota-subscript, fixes only certain OCR letter confusions, expands nomina sacra, and drops any clause it cannot restore with confidence (no fabrication — verified: output word-skeletons match the source). Genuinely garbled input yields nothing rather than a guess.

Sources & licenses

Mixed-licence compilation (per-record license field); the compilation is offered under CC BY-SA 4.0.

source upstream licence
ia archive.org language:grc OCR Public domain
greek_pd PleIAs Greek-PD (pre-1884 OCR) Public domain
pg Patrologia Graeca (calfa OCR) CC BY 4.0 (Auwers, Vidal-Gorène, Kindt, Somers)
catholic corpus_corporum OCR Public domain
gutenberg Project Gutenberg Greek Public domain
ddbdp, dclp papyri.info (DDbDP / DCLP) CC BY 3.0
oga Opera Graeca Adnotata (Perseus + First1KGreek + PTA) CC BY-SA 4.0
dbbe Database of Byzantine Book Epigrams CC BY-SA 4.0
sblgnt SBL Greek New Testament SBLGNT licence (attribution)

Usage

from datasets import load_dataset
ds = load_dataset("Ericu950/AncientGreek")                    # splits: pristine, repaired
clean = load_dataset("Ericu950/AncientGreek", split="pristine")
# filter the repaired tier by pre-repair cleanliness:
rep = load_dataset("Ericu950/AncientGreek", split="repaired").filter(lambda r: r["clean"] >= 0.9)