Missing WEAT words

[kato8966]

There are two versions of unpleasant_5 words in the original WEAT paper. One of them is used in WEAT 1, and the other is used in WEAT 3. (For example, the former includes "prison," while the latter does not.) However, wefe/datasets/data/WEAT.json has only the former.

I fixed the problem by renaming unpleasant_5 to unpleasant_5a and adding unpleasant_5b (This is the fix branch. https://github.com/kato8966/wefe/tree/fix-weat-words), but this breaks backward compatibility.

Should I proceed and make a PR, or should I try a different approach?

[pbadillatorrealba]

Hi @kato8966 ,

Thanks for noticing it and trying to correct it!
Yes, make a pull request to develop and we will evaluate it.
Most likely we will have to change the experiments notebook.

[kato8966]

Sorry, but I'm currently busy and don't have enough time to fix all the problems caused by this compatibility-breaking change. What do you think I should do?

[pbadillatorrealba]

No problem :)
Just upload the patch with the words and I will correct the compatibility issues later.