SentencePiece
It would be interesting to compare the ones created with different vocabulary in SentencePiece.
character based model in the sense of a link between the two.
Scrapbox with more vocabulary and SentencePiece would be a good candidate for keywords.
Corpus too small?
Article by the author himself:
repository
Paper
code:python
import sentencepiece as spm
In 62: spm.SentencePieceTrainer.Train('--input=exported/test-scrapbook_20181215.json --model_prefix=m --vocab_size=10000')
...
In 64: sp.Load("m.model")
Out64: True
n 67: sp.EncodeAsPieces("The Engineer's Guide to Intellectual Production is an intellectual production book I wrote.")
Out67: '▁', 'The Engineer's Art of Intellectual Production', 'is', 'I', 'wrote', 'intellectual production', 'book', '.'
code::
In 81: ", ".join(sp.IdToPiece(i) for i in range(3000))
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