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StereoSet: Measuring stereotypical bias in pretrained language models

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After generating the predictions file and running evaluation.py i got this message: File "evaluation.py", line 90, in count if (self.id2score[pro_id] > self.id2score[anti_id]): KeyError: '6b56153532fa360d37c25e918546f571'

I am a beginner, I have simply run your script, but it seems that no model has been downloaded, giving me the feeling of just repeating the record. Also, I...

--2023-08-02 03:30:30-- http://moinnadeem.com/stereoset/pretrained_models/GPT2Model_gpt2_0.0005.pth Resolving moinnadeem.com (moinnadeem.com)... 143.110.228.1 Connecting to moinnadeem.com (moinnadeem.com)|143.110.228.1|:80... failed: Connection refused. --2023-08-02 03:30:31-- http://moinnadeem.com/stereoset/pretrained_models/GPT2Model_gpt2-medium_0.0005.pth Resolving moinnadeem.com (moinnadeem.com)... 143.110.228.1 Connecting to moinnadeem.com (moinnadeem.com)|143.110.228.1|:80... failed: Connection refused. --2023-08-02 03:30:31--...

Bumps [certifi](https://github.com/certifi/python-certifi) from 2019.11.28 to 2022.12.7. Commits 9e9e840 2022.12.07 b81bdb2 2022.09.24 939a28f 2022.09.14 aca828a 2022.06.15.2 de0eae1 Only use importlib.resources's new files() / Traversable API on Python ≥3.11 ... b8eb5e9 2022.06.15.1...

dependencies

Bumps [joblib](https://github.com/joblib/joblib) from 0.14.1 to 1.2.0. Changelog Sourced from joblib's changelog. Release 1.2.0 Fix a security issue where eval(pre_dispatch) could potentially run arbitrary code. Now only basic numerics are supported....

dependencies

Bumps [numpy](https://github.com/numpy/numpy) from 1.18.2 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Great project. Any plan for non-English languages?

I'm running the makefile in my google collab notebook using !make -f Makefile and this error shows: > > FileNotFoundError: [Errno 2] No such file or directory: 'models/pretrained_models/RobertaModel_roberta-base_1e-05.pth' > Makefile:24:...

Bumps [urllib3](https://github.com/urllib3/urllib3) from 1.25.8 to 1.26.5. Release notes Sourced from urllib3's releases. 1.26.5 :warning: IMPORTANT: urllib3 v2.0 will drop support for Python 2: Read more in the v2.0 Roadmap Fixed...

dependencies

Hi. FYI, the [leaderboard](http://stereoset.mit.edu/) referenced in the README is currently down, with a "Connection refused" error from the browser.