Coder Social home page Coder Social logo

camelop / nlp-robustness Goto Github PK

View Code? Open in Web Editor NEW
60.0 60.0 9.0 524 KB

OOD Generalization and Detection (ACL 2020)

Home Page: https://arxiv.org/abs/2004.06100

Shell 4.28% Python 68.10% Jupyter Notebook 7.54% Jsonnet 20.08%
albert bert domain-generalization out-of-distribution out-of-distribution-detection out-of-domain roberta robustness transformers

nlp-robustness's People

Contributors

hendrycks avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar

nlp-robustness's Issues

OOD Detection

Hello,
thanks for publishing the code used in your interesting paper!
I am wondering if this repo also contains the code for the OOD Detection part, i.e. for recording the confidence scores on the SST-2 dataset and on the 5 validation datasets. I am curious how you calculated the FPR95 and anomaly. Going through all files I cannot find the related code. Do I miss it or is it not added?
Thank you very much for your time, @tpatzelt

requriments.txt is missing.

Hi can you mention the version of allennlp and other modules you have used in a requirments.txt. It seems allennlp has changed a lot and the commands mentioned in the readme does not work.
For example while running the command

allennlp train config/test/sst-lstm.json -s model/test-lstm[sst-2] --include-package allennlp_glue_patch

I encountered the following error.

"No module named allennlp.run"

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.