How can I train the semantic role labeling model in AllenNLP?

Question

I am aware of the allennlp.training.trainer function but I don't know how to use it to train the semantic role labeling model.

Let's assume that the training samples are BIO tagged, e.g.:

Remove B_O
the B_ARG1
fish I_ARG1
in B_LOC
the I_LOC 
background I_LOC

score 0 · Answer 1 · answered Apr 10 '19 at 02:59

I suggest you to take a look at the tutorial. These are the steps you need to do to train the allennlp model:

Create a .jsonnet experiment. In this case if you want to use the existing SRL model, take a look at the training_config directory in the allennlp repository.
Run allennlp train <path to .jsonnet> -s <path to output directory>

1 Answers1