Skip to content

Question about training a vanilla_bert #40

@yiyaxiaozhi

Description

@yiyaxiaozhi

Thanks your wonderful work CEDR, it helps to understand the document ranking task a lot!
I tried to use this repo and followed the instruction to train a vanilla_bert with 1-fold and 2-fold data on the Robust04 dataset. However, I obtained the NDCG@20 result as:
vanilla_bert_1fold :0.40704 vanilla_bert_2fold: 0.45290
it is much different from your release checkpoints in #18 :
vanilla_bert_1fold: 0.42185 vanilla_bert_2fold: 0.47948

The hyperparameters are as follows:
image
Would you please share your setting of hyperparameters during fine-tuning the vanilla-bert ?

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions