More details on the rules for naming the trained prompts in the "task_prompt_emb" folder

[Zenvi]

Hello! Thank you greatly for your extensive work and code!

I'm thinking about using the pretrained prompt embeddings directly, which are just stored in the Prompt-Transferability-2.0-latest/task_prompt_emb folder. Great thanks for that!

It's just the names of each sub-folders that confuse me, as I don't quite understand your naming protocol.

For example, if I'm looking for the prompt embeddings trained on the Deontology dataset using RoBERTa model, then ethicsdeontologyPromptRoberta should probably be the right folder.
However, for some datasets and some models, there could be multiple folders. For example, in the case of RoBERTa on IMDB, there are some confusing folders:

• IMDB_base_emotionPromptRoberta
• IMDB_base_nliPromptRoberta
• IMDB_trainedPromptRoberta
• IMDBPromptRoberta

Such confusion makes it a little hard for me to quickly get the right prompt embedding.
So, if it's okay, may I ask what are the differences between folders like that?
Or, in another word, may I ask for a short description of your naming protocol when you save the prompts?

Again, thank you for your work and code. All the best wishes!