studio-ousia/ease

ease's Issues

Training on Custom Dataset??

Greetings! I am writing to express my keen interest in your work and to request advice on training with a custom dataset. Particularly, I don't know how to build the entity files for my dataset to run the training. Could you please tell me what I should change to achieve this? I would greatly appreciate your guidance. Thank you for your immense contributions to the community.

the enwiki.fp16.768.vec can't be downloaded

download_all.sh can't download the wiki pretrained model.the download is refused.
can anyone sovle the problem ,thanks.

About results of training and evaluation

Hi, first of all, thank you for your nice work.

I just trained monolingual ease model by running "train_monolingual_ease.sh" (I didn't modify anything) and evaluated trained model through below command
"python evaluation.py --model_name_or_path result/my-ease-bert-base-uncased --pooler cls_before_pooler --task_set sts".

However, the results has gap compared to those in paper.

Could you tell me what i might have missed, which affects that gap?

evaluation results difference

Thank you for your amazing projects and codes.

When I implemented your codes by using the command "python evaluation.py --model_name_or_path sosuke/ease-bert-base-uncased --pooler avg --task_set sts",
I found there is difference between results of paper and implementation like below.

Could you tell me what i might have missed, which affects that difference?

Thank you!