SlowGuess/ACL_2020_OCR huggingface dataset:
Table 17: Results of transfer learning between EN and DE on the scrubbed BiosBias dataset when we make the dataset gender balanced. The bias in the last column demonstrates that the bias in the multilingual word embeddings will also influence the bias in the transfer learning.
Trans.	Src.	Tgt.	Avg.	Female	Male	|Diff|
EN→FR	en	fr-en	36.66	36.24	36.85	7.97
endeb	fr-endeb	34.86	32.82	35.82	5.44
en-es	fr-es	34.82	34.19	35.11	6.77
en-de	fr-de	33.51	33.85	33.36	5.78
en-fr	fr	35.68	33.50	36.70	6.81
FR→EN	fr	en-fr	59.21	61.55	55.94	10.3
fr-en	en	50.80	54.44	45.73	11.42
fr-endeb	endeb	49.33	52.91	44.33	10.14
fr-es	en-es	49.28	51.86	45.66	10.42
fr-de	en-de	50.92	54.10	46.46	7.36
Table 18: Results of transfer learning between EN and FR on the scrubbed BiosBias dataset when we make the dataset gender balanced. The bias in the last column demonstrates that the bias in the multilingual word embeddings will also influence the bias in the transfer learning.