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MastafaF avatar MastafaF commented on July 20, 2024

Comparison with CLS embedding for test purpose:

Input:

sh similarity_XLM-R_batch.sh 40 cls True

Output:

Confusion matrix:
langs   cs       de       en       es       fr       avg     
cs     0.00%   97.60%   98.77%   99.53%   98.43%   98.58%
de    97.10%    0.00%   95.64%   97.44%   97.74%   96.98%
en    97.24%   95.94%    0.00%   94.14%   95.90%   95.80%
es    97.14%   97.44%   89.81%    0.00%   95.80%   95.05%
fr    97.20%   96.67%   91.18%   92.07%    0.00%   94.28%
avg   97.17%   96.91%   93.85%   95.80%   96.97%   96.14%

Input:

sh similarity_XLM-R_batch.sh 100 cls True

Output:

Confusion matrix:
langs   cs       de       en       es       fr       avg     
cs     0.00%   97.54%   98.83%   99.40%   98.57%   98.58%
de    97.04%    0.00%   95.50%   97.20%   97.44%   96.79%
en    97.20%   95.30%    0.00%   93.94%   94.34%   95.20%
es    96.97%   95.94%   90.71%    0.00%   94.81%   94.61%
fr    97.10%   97.10%   92.77%   93.64%    0.00%   95.15%
avg   97.08%   96.47%   94.46%   96.05%   96.29%   96.07%

from multilingual_similarity_compare.

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