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That string is already labelled as a DATE by the NER component, even in the small model.

In general the models should be deterministic. It's possible that we missed something and that's not quite the case, but first you should check these things:

• are you using the same version of spaCy?
• are the models the same version? (small differences here would explain this)
• is the input string actually the same, or is it different? ("SpaCy" vs "spaCy" for example)
• is your code the same?

If everything is actually the same, what model are you using?

I suggest building each regex pattern separately, either adding \b/(? or \B if there are word chars in the string, or omitting word boundaries altogether if there are no word chars at all in the string to replace.

You need something like this if I understand your question correctly

This was pretty fun to research, here's what I came up with:

I solved the issue. As we can see on the data examples the y labels are a list of arrays containing integers 0s and 1s,. So after I changed the labels from the y variable from ints to strings of 0s and 1s, It did work.

Have you tried adding additional chr(34) to the beginning and end of $vb6... I'm thinking that since we're building our command line as a string, and usually a path with a space in it needs to be delimited with quotes...

If I understand correctly you want to add brackets to an atomic string when it has a sibling that is not an atomic string, but already a bracketed combination, so that you would never have a pattern like this:

a recursive generator would work (not very nice, though...)