Commit Graph

2 Commits

Author SHA1 Message Date
Adriane Boyd
4448680750
Fix alignment for 1-to-1 tokens and lowercasing (#6476)
* When checking for token alignments, check not only that the tokens are
identical but that the character positions are both at the start of a
token.

  It's possible for the tokens to be identical even though the two
tokens aren't aligned one-to-one in a case like `["a'", "''"]` vs.
`["a", "''", "'"]`, where the middle tokens are identical but should not
be aligned on the token level at character position 2 since it's the
start of one token but the middle of another.

* Use the lowercased version of the token texts to create the
character-to-token alignment because lowercasing can change the string
length (e.g., for `İ`, see the not-a-bug bug report:
https://bugs.python.org/issue34723)
2020-12-08 14:25:16 +08:00
Adriane Boyd
1c4df8fd09
Replace pytokenizations with internal alignment (#6293)
* Replace pytokenizations with internal alignment

Replace pytokenizations with internal alignment algorithm that is
restricted to only allow differences in whitespace and capitalization.

* Rename `spacy.training.align` to `spacy.training.alignment` to contain
the `Alignment` dataclass
* Implement `get_alignments` in `spacy.training.align`

* Refactor trailing whitespace handling

* Remove unnecessary exception for empty docs

Allow a non-empty whitespace-only doc to be aligned with an empty doc

* Remove empty docs exceptions completely
2020-11-03 16:24:38 +01:00