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Update app.py
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app.py
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import gradio as gr
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title = "Neural Plagiarism Detection Demo"
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description = """# <p style="text-align: center;"> 🎩 🔎 Plagiarism Detection Demo 🔎 🎩</p>
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The model was trained on the [Machine Paraphrase Dataset](https://huggingface.co/datasets/jpwahle/machine-paraphrase-dataset)
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examples = [
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[
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"The North Pacific right whale seems to happen in two populaces. The"
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" development designs are not known."
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[
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"""On 12 June 1917, a long time before "Mutsu" was set down, Hiraga proposed a modified structure for the ship that
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],
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[
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"On 24 February 2022, Russia invaded Ukraine in a major escalation of"
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],
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]
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)
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if __name__ == "__main__":
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demo.launch()
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import gradio as gr
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# 模拟模型的逻辑(实际可替换为加载 HuggingFace 模型的逻辑)
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def plagiarism_detection(input_text):
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# 在这里可以加载模型并运行预测逻辑
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# 这里只是一个占位示例,返回一个模拟输出
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return "Plagiarism detection result: This is a dummy output."
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# 界面标题和描述
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title = "Neural Plagiarism Detection Demo"
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description = """# <p style="text-align: center;"> 🎩 🔎 Plagiarism Detection Demo 🔎 🎩</p>
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The model was trained on the [Machine Paraphrase Dataset](https://huggingface.co/datasets/jpwahle/machine-paraphrase-dataset)
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to detect machine-generated paraphrases. It works best for paraphrases from research papers, Wikipedia, or graduation theses."""
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# 示例输入
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examples = [
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[
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"The North Pacific right whale seems to happen in two populaces. The"
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" development designs are not known."
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],
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[
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"""On 12 June 1917, a long time before "Mutsu" was set down, Hiraga proposed a modified structure for the ship that
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mirrored the exercises from the Battle of Jutland that had happened the earlier year, and consolidated advances in
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kettle innovation. Given undertaking number A-125, his structure included an additional twin primary firearm turret,
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utilizing space and weight made accessible by the decrease of the quantity of boilers from 21 to 12, while the power
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continued as before. He diminished the auxiliary weapon from 20 firearms to 16, in spite of the fact that they were
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brought up in stature to improve their capacity to discharge amid overwhelming climate and to improve their bends of shoot.
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To expand the ship's insurance he proposed calculating the belt protection outwards to improve its protection from flat flame,
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and expanding the thickness of the lower deck protective layer and the torpedo bulkhead. Hiraga additionally intended to add
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against torpedo lumps to improve submerged security. He assessed that his ship would dislodge as much as "Nagato", in spite
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of the fact that it would cost around a million yen more. Hiraga's progressions would have impressively deferred "Mutsu"s
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fruition and were dismissed by the Navy Ministry."""
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],
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[
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"On 24 February 2022, Russia invaded Ukraine in a major escalation of"
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],
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]
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# 构造 Gradio 界面
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demo = gr.Interface(
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fn=plagiarism_detection, # 模型的处理函数
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inputs=gr.Textbox(lines=5, label="Input Text"), # 输入组件
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outputs="text", # 输出组件
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title=title, # 界面标题
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description=description, # 界面描述
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examples=examples, # 示例
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)
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# 启动 Gradio 应用
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if __name__ == "__main__":
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demo.launch(share=True)
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