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import streamlit as st | |
from .sa import predictor | |
def write(): | |
st.markdown( | |
""" | |
# Arabic Sarcasm Detection | |
This is a simple sarcasm detection app that uses the [MARBERT](https://huggingface.co/UBC-NLP/MARBERT) model trained on [ArSarcasm](https://github.com/iabufarha/ArSarcasm) | |
""" | |
) | |
input_text = st.text_input( | |
"Enter your text here:", | |
) | |
if st.button("Predict"): | |
with st.spinner("Predicting..."): | |
prediction, scores = predictor.get_preds_from_sarcasm([input_text]) | |
st.write(f"Result: {prediction[0]}") | |
st.write(f"Score: {scores[0]}") | |