This framework allows you to:
- quickly train your model on all the popular NER datasets.
- quickly train all popular models on your dataset.
Almost all of them :) :)
- Create 3 files:
input.json
:annotation.json
:types.txt
:
- Write tests to ensure the consistency of the above three files.
- Create gate input file called
gate_input.bdocjs
to inspect your data in GATE Developer. Inspect your data carefully and try to spot bugs in your importing the data. - Train your model.
- Inspect the mistakes your model made by opening
mistakes.bdocjs
in GATE developer. - Improve your model and go back to step 4.