Version 1.0

[HesitantlyHuman]

To get a minimally functional package and test our seq2seq model we need to to the following:

• [x] Clean up the analysis tools / integrate them with the rest of hatespace
• [x] Get transformer embedder running (Add config changes to decoder)
• [x] Implement compute_loss for the HatspaceTrainer class
• [ ] Implement the side information dataset (just for IronMarch dataset, for now)

[HesitantlyHuman]

I'll work on getting the transformer embedder running. I'm the most familiar with the huggingface model structures, so that'll be easiest.

[HesitantlyHuman]

The HatespaceTrainer class has been temporarily removed. The model's training procedure is likely to be more complicated than we first anticipated. It may be later until we package that functionality back into a trainer object.

[HesitantlyHuman]

Additional tasks to complete:

• [ ] Fix bugs in generation code
• [ ] Test various inner embedder strategies

[HesitantlyHuman]

Tasks for getting the side information up and running Some of these don't directly apply to this repo, but hatecomp. We'll put them here regardless so that everything is contained in one location:

• [ ] Train and upload final versions of the hatecomp classifiers
• [ ] Use the hatecomp classifiers to generate IronMarch side information
• [ ] Generate non-classifier side information (hate words, forum structure, etc)
• [ ] Update IronMarch dataset to support side information
• [ ] Create side loading function which will load side information from disk and add it to the IronMarch dataset
• [ ] Update the dataloader preparation functions to optionally call the new side loading function
• [ ] Add optional side information head to Model, and output predictions when the side information head is present
• [ ] Update the HatepaceTrainer to watch for side information predictions
• [ ] Update loss function to accept optional side information
• [ ] Add the side information to HatespaceTrainer's metric tracking