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Shoshan — Hebrew lemmatization data
One content lemma per surface token, in context. Used to train and evaluate the Shoshan lemmatizer.
| file | split | rows |
|---|---|---|
train.csv / dev.csv / test.csv |
in-domain (Knesset + Wikipedia, IAHLT UD) | 191k / 11k / 11k |
ood.csv (+ ood_Bagatz.csv, ood_GeekTime.csv, ood_Dicta.csv) |
out-of-domain benchmark, 100 sentences/domain | ~5k |
oov.csv |
unseen-lemma tail | 100 |
Columns: form, lemma, pos, sentence, source, sent_id.
Load with the package:
from shoshan import data
df = data.load("ood") # -> pandas DataFrame, cached after first download
License CC BY 4.0. Derived from the IAHLT Hebrew UD treebank (Knesset + Wikipedia)
and public Hebrew lexicons; see the code repo's docs/DATA_STATEMENT.md for full
provenance. We thank Avner Algom and the IAHLT.
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