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Update app.py
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app.py
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@@ -59,7 +59,7 @@ demo = gr.Blocks()
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with demo:
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gr.Markdown("<h1><center>Detect-Retrieve-Comprehend</center></h1>")
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gr.Markdown("<center>This is a supplemental demo for our recent paper, expected to be publically available around October: <b>Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering</b>. In this system, our input is a PDF file with a specific question of interest. The output is a set of most probable answers. There are 4 main components in our deployed pipeline: (1) DiT Layout Analysis (2) Context Extraction (3) Cross-Encoder Retrieval (4) UnifiedQA. See below for example uses with further explanation. Note that demo runtimes may be between 2-8 minutes, since this is currently cpu-based Space.</center>")
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with gr.Row():
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with demo:
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gr.Markdown("<h1><center>Document-level Questoin-Answering: Detect-Retrieve-Comprehend</center></h1>")
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gr.Markdown("<center>This is a supplemental demo for our recent paper, expected to be publically available around October: <b>Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering</b>. In this system, our input is a PDF file with a specific question of interest. The output is a set of most probable answers. There are 4 main components in our deployed pipeline: (1) DiT Layout Analysis (2) Context Extraction (3) Cross-Encoder Retrieval (4) UnifiedQA. See below for example uses with further explanation. Note that demo runtimes may be between 2-8 minutes, since this is currently cpu-based Space.</center>")
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with gr.Row():
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