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Update app.py
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app.py
CHANGED
@@ -38,7 +38,6 @@ def text_to_sentiment(text, all_score=False, label = True):
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return fin_model(text, return_all_scores=all_score)
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def fin_ext(text):
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results = fin_model(split_in_sentences(text))
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print(make_spans(text, results))
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return make_spans(text, results)
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def fin_ext_bis(text):
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results = fin_model_bis(split_in_sentences(text))
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@@ -402,6 +401,12 @@ color_map = {
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"Negative": "red" # Red for negative
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}
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with gr.Blocks(theme='gradio/soft',js=js_func) as demo:
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with gr.Tab("Methodology"):
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@@ -480,7 +485,7 @@ with gr.Blocks(theme='gradio/soft',js=js_func) as demo:
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analyze_btn1.click(fn=lambda p: process_paragraph_1_sent_tone(p), inputs=paragraph_1_dropdown, outputs=fin_spans_1)
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analyze_btn1_ = gr.Button("With ProsusAI/finbert")
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fin_spans_1_ = gr.HighlightedText(label="Financial Tone Analysis for PDF 1 (Bis)",color_map=
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# Analyze financial tone using ProsusAI/finbert
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analyze_btn1_.click(fn=lambda p: process_paragraph_1_sent_tone_bis(p), inputs=paragraph_1_dropdown, outputs=fin_spans_1_)
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@@ -514,7 +519,7 @@ with gr.Blocks(theme='gradio/soft',js=js_func) as demo:
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analyze_btn2.click(fn=lambda p: process_paragraph_2_sent_tone(p), inputs=paragraph_2_dropdown, outputs=fin_spans_2)
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analyze_btn2_ = gr.Button("With ProsusAI/finbert")
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fin_spans_2_ = gr.HighlightedText(label="Financial Tone Analysis for PDF 2 (Bis)",color_map=
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# Analyze financial tone using ProsusAI/finbert for PDF 2
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analyze_btn2_.click(fn=lambda p: process_paragraph_2_sent_tone_bis(p), inputs=paragraph_2_dropdown, outputs=fin_spans_2_)
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return fin_model(text, return_all_scores=all_score)
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def fin_ext(text):
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results = fin_model(split_in_sentences(text))
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return make_spans(text, results)
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def fin_ext_bis(text):
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results = fin_model_bis(split_in_sentences(text))
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"Negative": "red" # Red for negative
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}
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color_map1 = {
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"positive": "green", # Green for positive
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"neutral": "blue", # Blue for neutral
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"negative": "red" # Red for negative
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}
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with gr.Blocks(theme='gradio/soft',js=js_func) as demo:
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with gr.Tab("Methodology"):
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analyze_btn1.click(fn=lambda p: process_paragraph_1_sent_tone(p), inputs=paragraph_1_dropdown, outputs=fin_spans_1)
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analyze_btn1_ = gr.Button("With ProsusAI/finbert")
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fin_spans_1_ = gr.HighlightedText(label="Financial Tone Analysis for PDF 1 (Bis)",color_map=color_map1, show_legend=True)
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# Analyze financial tone using ProsusAI/finbert
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analyze_btn1_.click(fn=lambda p: process_paragraph_1_sent_tone_bis(p), inputs=paragraph_1_dropdown, outputs=fin_spans_1_)
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analyze_btn2.click(fn=lambda p: process_paragraph_2_sent_tone(p), inputs=paragraph_2_dropdown, outputs=fin_spans_2)
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analyze_btn2_ = gr.Button("With ProsusAI/finbert")
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fin_spans_2_ = gr.HighlightedText(label="Financial Tone Analysis for PDF 2 (Bis)",color_map=color_map1, show_legend=True)
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# Analyze financial tone using ProsusAI/finbert for PDF 2
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analyze_btn2_.click(fn=lambda p: process_paragraph_2_sent_tone_bis(p), inputs=paragraph_2_dropdown, outputs=fin_spans_2_)
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