Spaces:
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update with description
#5
by qolina - opened
app.py
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import gradio as gr
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from description import *
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from reference_string_parsing import *
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from summarization import *
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from controlled_summarization import *
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with gr.Blocks(css="#htext span {white-space: pre-line}") as demo:
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gr.Markdown("#
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#
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#
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#
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#
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demo.launch(share=False)
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import gradio as gr
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from description import *
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from reference_string_parsing import *
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from summarization import *
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from controlled_summarization import *
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with gr.Blocks(css="#htext span {white-space: pre-line}") as demo:
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gr.Markdown("# SciAssist: Scientists' Assistant toolkit")
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gr.Markdown("SciAssist currently supports Reference String Parsing, uncontrolled Summarization and Controlled Summarization. Github repo: https://github.com/WING-NUS/SciAssist")
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with gr.Tabs():
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# Reference String Parsing
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with gr.TabItem("Reference String Parsing"):
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with gr.Box():
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gr.Markdown(rsp_str_md)
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with gr.Row():
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with gr.Column():
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rsp_str = gr.Textbox(label="Input String")
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with gr.Column():
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rsp_str_dehyphen = gr.Checkbox(label="dehyphen")
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with gr.Row():
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rsp_str_btn = gr.Button("Parse")
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rsp_str_output = gr.HighlightedText(
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elem_id="htext",
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label="The Result of Parsing",
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combine_adjacent=True,
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adjacent_separator=" ",
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)
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rsp_str_examples = gr.Examples(examples=[[
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"Waleed Ammar, Matthew E. Peters, Chandra Bhagavat- ula, and Russell Power. 2017. The ai2 system at semeval-2017 task 10 (scienceie): semi-supervised end-to-end entity and relation extraction. In ACL workshop (SemEval).",
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True],
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[
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"Isabelle Augenstein, Mrinal Das, Sebastian Riedel, Lakshmi Vikraman, and Andrew D. McCallum. 2017. Semeval-2017 task 10 (scienceie): Extracting keyphrases and relations from scientific publications. In ACL workshop (SemEval).",
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False]], inputs=[rsp_str, rsp_str_dehyphen])
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with gr.Box():
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gr.Markdown(rsp_file_md)
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with gr.Row():
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with gr.Column():
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rsp_file = gr.File(label="Input File")
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rsp_file_dehyphen = gr.Checkbox(label="dehyphen")
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with gr.Row():
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rsp_file_btn = gr.Button("Parse")
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rsp_file_output = gr.HighlightedText(
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elem_id="htext",
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label="The Result of Parsing",
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combine_adjacent=True,
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adjacent_separator=" ",
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)
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rsp_file_examples = gr.Examples(examples=[["examples/N18-3011_ref.txt", False],["examples/BERT_paper.pdf", True]], inputs=[rsp_file, rsp_file_dehyphen])
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rsp_file_btn.click(
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fn=rsp_for_file,
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inputs=[rsp_file, rsp_file_dehyphen],
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outputs=rsp_file_output
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)
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rsp_str_btn.click(
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fn=rsp_for_str,
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inputs=[rsp_str, rsp_str_dehyphen],
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outputs=rsp_str_output
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)
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# Single Document Summarization
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with gr.TabItem("General Summarization"):
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with gr.Box():
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gr.Markdown(ssum_str_md)
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with gr.Row():
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with gr.Column():
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ssum_str = gr.Textbox(label="Input String")
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# with gr.Column():
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# ssum_str_beams = gr.Number(label="Number of beams for beam search", value=1, precision=0)
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# ssum_str_sequences = gr.Number(label="Number of generated summaries", value=1, precision=0)
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with gr.Row():
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ssum_str_btn = gr.Button("Generate")
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ssum_str_output = gr.Textbox(
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elem_id="htext",
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label="Summary",
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)
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ssum_str_examples = gr.Examples(examples=[[ssum_str_example], ],
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inputs=[ssum_str])
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with gr.Box():
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gr.Markdown(ssum_file_md)
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with gr.Row():
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with gr.Column():
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ssum_file = gr.File(label="Input File")
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# with gr.Column():
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# ssum_file_beams = gr.Number(label="Number of beams for beam search", value=1, precision=0)
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# ssum_file_sequences = gr.Number(label="Number of generated summaries", value=1, precision=0)
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with gr.Row():
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ssum_file_btn = gr.Button("Generate")
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ssum_file_output = gr.Textbox(
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elem_id="htext",
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label="Summary",
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)
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ssum_file_examples = gr.Examples(examples=[["examples/BERT_body.txt"],["examples/BERT_paper.pdf"]],
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inputs=[ssum_file])
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ssum_file_btn.click(
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fn=ssum_for_file,
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inputs=[ssum_file],
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outputs=ssum_file_output
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)
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ssum_str_btn.click(
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fn=ssum_for_str,
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inputs=[ssum_str],
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outputs=ssum_str_output
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)
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# Controlled Summarization
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with gr.TabItem("Controlled Summarization"):
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with gr.Box():
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gr.Markdown(ctrlsum_str_md)
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with gr.Row():
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with gr.Column():
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ctrlsum_str = gr.Textbox(label="Input String")
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with gr.Column():
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# ctrlsum_str_beams = gr.Number(label="Number of beams for beam search", value=1, precision=0)
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# ctrlsum_str_sequences = gr.Number(label="Number of generated summaries", value=1, precision=0)
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ctrlsum_str_length = gr.Slider(0, 300, step=50, label="Length")
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ctrlsum_str_keywords = gr.Textbox(label="Keywords")
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with gr.Row():
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ctrlsum_str_btn = gr.Button("Generate")
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ctrlsum_str_output = gr.Textbox(
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elem_id="htext",
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label="Summary",
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)
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ctrlsum_str_examples = gr.Examples(examples=[[ssum_str_example, 50, "BERT" ], ],
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inputs=[ctrlsum_str, ctrlsum_str_length, ctrlsum_str_keywords])
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with gr.Box():
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gr.Markdown(ctrlsum_file_md)
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with gr.Row():
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with gr.Column():
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ctrlsum_file = gr.File(label="Input File")
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with gr.Column():
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# ctrlsum_file_beams = gr.Number(label="Number of beams for beam search", value=1, precision=0)
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# ctrlsum_file_sequences = gr.Number(label="Number of generated summaries", value=1, precision=0)
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ctrlsum_file_length = gr.Slider(0,300,step=50, label="Length")
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ctrlsum_file_keywords = gr.Textbox(label="Keywords")
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with gr.Row():
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ctrlsum_file_btn = gr.Button("Generate")
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ctrlsum_file_output = gr.Textbox(
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elem_id="htext",
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label="Summary",
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)
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ctrlsum_file_examples = gr.Examples(examples=[["examples/BERT_body.txt", 100, ""],["examples/BERT_paper.pdf", 0, "BERT"]],
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inputs=[ctrlsum_file, ctrlsum_file_length, ctrlsum_file_keywords])
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ctrlsum_file_btn.click(
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fn=ctrlsum_for_file,
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inputs=[ctrlsum_file, ctrlsum_file_length, ctrlsum_file_keywords],
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outputs=ctrlsum_file_output
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)
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ctrlsum_str_btn.click(
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fn=ctrlsum_for_str,
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inputs=[ctrlsum_str, ctrlsum_str_length, ctrlsum_str_keywords],
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outputs=ctrlsum_str_output
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)
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demo.launch(share=False)
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