I would like to train a NER model but I have several examples for each entity to include (the total of examples I would like to include is around 10^6). The thing is I didn't wat to create a different sentence for each of these examples (that would take forever to do) so I was thinking in using the same sentence just changing the word that would be the entity. For example:
I want to buy <START:battery-size> AAA <END> batteries
I want to buy <START:battery-size> triple-A <END> batteries
I want to buy <START:battery-size> 3-A <END> batteries
It's ok to do that?
Thanks in advance.
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Hello,
I would like to train a NER model but I have several examples for each entity to include (the total of examples I would like to include is around 10^6). The thing is I didn't wat to create a different sentence for each of these examples (that would take forever to do) so I was thinking in using the same sentence just changing the word that would be the entity. For example:
I want to buy <START:battery-size> AAA <END> batteries
I want to buy <START:battery-size> triple-A <END> batteries
I want to buy <START:battery-size> 3-A <END> batteries
It's ok to do that?
Thanks in advance.