Skip to content

This issue was moved to a discussion.

You can continue the conversation there. Go to discussion →

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

文心等预训练模型以及下游任务的可解释性 #849

Closed
LangDaoAI opened this issue Aug 4, 2021 · 2 comments
Closed

文心等预训练模型以及下游任务的可解释性 #849

LangDaoAI opened this issue Aug 4, 2021 · 2 comments
Assignees
@ZeyuChen

Comments

@LangDaoAI
Copy link

paddlenlp支撑的预训练模型以及相关下游任务， 迫切需要可解释性作为工业落地的另一个支撑， 比如基于预训练的多分类模型， paddle是否提供了分类的可解释性， 看到https://github.com/PaddlePaddle/InterpretDL 似乎是这样一个目标，但是与paddlenlp并没有集成， 请给与一些建议，谢谢！
@LangDaoAI
Copy link
Author

刚刚调查了一下，使用LIME去做分类的可解释性应该是可以的， LIME并关注内部的模型是否是基于预训练，marcotcr/lime#356

@LangDaoAI
Copy link
Author

再次看了一下interpretdl， https://github.com/PaddlePaddle/InterpretDL/blob/master/tutorials/lime_tutorial_nlp_ERNIE.ipynb 应该解决了我的问题

@ZeyuChen ZeyuChen self-assigned this Aug 6, 2021
@PaddlePaddle PaddlePaddle locked and limited conversation to collaborators Aug 17, 2021

This issue was moved to a discussion.

You can continue the conversation there. Go to discussion →

Assignees

@ZeyuChen ZeyuChen

Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@ZeyuChen @LangDaoAI