X-SNS

This is code for "X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity"

This is not the final version and will be updated soon.

Source tuning

bash run_source.sh

calculate mask

bash run_mask.sh

calculate overlapping rate

python overlap.py 
    --shot 1024 
    --p 0.15 
    --task ner
    --mask fisher 
    --device 0 
    --seed 42 
    --model_name xlm-roberta-base 
    --dataset wikiann