Spaces:
Sleeping
Sleeping
Lamp Socrates
commited on
Commit
·
100e8bf
1
Parent(s):
b5dd5bc
fixed model id
Browse files
app.py
CHANGED
@@ -21,6 +21,53 @@ def load_trained_model():
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ner_pipeline = pipeline("ner", model=model, tokenizer = tokenizer)
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return ner_pipeline
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def prep_page():
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model = load_trained_model()
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@@ -70,11 +117,7 @@ def prep_page():
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st.markdown(styled_text, unsafe_allow_html=True)
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-
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from datasets import load_dataset
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dat_CW = load_dataset("surrey-nlp/PLOD-CW")
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if __name__ == '__main__':
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ner_pipeline = pipeline("ner", model=model, tokenizer = tokenizer)
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return ner_pipeline
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def load_data():
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from datasets import load_dataset
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dat_CW = load_dataset("surrey-nlp/PLOD-CW")
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def render_entities(tokens, entities):
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"""
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Renders a page with a 2-column table showing the entity corresponding to each token.
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"""
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# Page configuration
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st.set_page_config(page_title="NER Token Entities", layout="centered")
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# Custom CSS for chilled and cool theme
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st.markdown("""
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<style>
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body {
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font-family: 'Arial', sans-serif;
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background-color: #f0f0f5;
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color: #333333;
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}
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table {
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width: 100%;
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border-collapse: collapse;
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}
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th, td {
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padding: 12px;
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text-align: left;
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border-bottom: 1px solid #dddddd;
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}
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th {
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background-color: #4CAF50;
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color: white;
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}
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tr:hover {
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background-color: #f5f5f5;
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}
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</style>
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""", unsafe_allow_html=True)
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# Title and description
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st.title("Token Entities Table")
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st.write("This table shows the entity corresponding to each token in a cool and chilled theme.")
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# Create the table
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table_data = {"Token": tokens, "Entity": entities}
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st.table(table_data)
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def prep_page():
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model = load_trained_model()
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st.markdown(styled_text, unsafe_allow_html=True)
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render_entities(text, entities)
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if __name__ == '__main__':
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