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from transformers import pipeline | |
import streamlit as st | |
import re | |
unmasker = pipeline('fill-mask', model='distilbert-base-uncased') | |
def main(): | |
st.title('EN sentence mask filling') | |
st.markdown('Mask a word with [MASK]. For example, **I [MASK] dog for a walk**') | |
masked = st.text_input('Masked sentence','Please insert a sentence') | |
mask_str = '[MASK]' | |
mask_check = re.search(masked, mask_str) | |
if mask_check: | |
output = unmasker(masked) | |
else: | |
print('Sentence is not masked!!!') | |
if __name__ == "__main__": | |
main() | |
x = re.search("^The.*Spain$", txt) |