What Is Paper2Slides
Paper2Slides is an open-source AI tool from the University of Hong Kong that can quickly convert academic papers, reports, and documents into professional slides or posters. It uses a RAG (Retrieval-Augmented Generation) mechanism to extract content directly from the document itself, ensuring that the generated slide content is accurate and traceable and avoiding information drift. It supports multiple file formats such as PDF, Word, Excel, PowerPoint, and Markdown, and can precisely capture key insights, charts, and data points. Users can choose built-in professional themes or use natural language descriptions to generate custom styles. It features an instant preview mode that supports rapid experimentation and real-time adjustments, and an advanced checkpoint system that saves progress so users can pause, resume, or switch themes at any time. The generated slides and posters meet publication-quality standards and provide professional-grade visual effects.
Main Features of Paper2Slides
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Universal File Support: Seamlessly handles multiple file formats such as PDF, Word, Excel, PowerPoint, and Markdown to meet the needs of different users.
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Precise Content Extraction: Uses a RAG mechanism to ensure that key information, charts, and data points are precisely captured and information loss is avoided.
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Maintains Source Link Accuracy: Generated content remains directly traceable to the original document, ensuring reliable information sources.
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Freedom in Custom Styles: Provides multiple built-in themes and can also generate personalized styles through natural language descriptions to meet diverse design needs.
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Fast Generation: The instant preview mode supports rapid experimentation and real-time adjustments, improving work efficiency.
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Seamless Session Management: The advanced checkpoint system saves progress and allows users to pause, resume, or switch themes at any time, ensuring continuity of work.
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Professional Visual Effects: The generated slides and posters meet publication-quality standards and have professional-grade visual effects.
Technical Principles of Paper2Slides
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RAG-Based Content Extraction: Utilizes a Retrieval-Augmented Generation (RAG) mechanism to deeply parse input documents, ensuring that the generated content is closely related to the original text, precisely extracting key information, and avoiding information drift.
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Intelligent Document Parsing: Can process multiple file formats, automatically identify document structure, and extract key elements such as titles, charts, and data to provide accurate input for slide generation.
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Content Planning and Layout Optimization: Uses intelligent algorithms to plan and lay out the extracted content, generating the optimal content organization structure according to the output type specified by the user (such as slides or posters) and style requirements.
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Custom Style Generation: Supports users in defining the visual style of slides through natural language descriptions or by selecting built-in themes, using generative AI technology to transform descriptions into specific visual designs.
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Instant Preview and Rapid Iteration: Provides an instant preview feature, allowing users to view results in real time during the generation process and make adjustments, rapidly iterating to achieve the desired effect.
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Intelligent Checkpoint System: Automatically saves progress during the generation process and supports resuming from an interruption point, allowing users to pause, resume, or modify the generation plan at any time without starting over.
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Multimodal Content Generation: Combine multiple modal contents such as text and charts to generate a comprehensive visual presentation, ensuring that the slides or posters are both accurate and engaging when conveying information.
Paper2Slides project address
- Github repository：https://github.com/HKUDS/Paper2Slides
Application scenarios of Paper2Slides
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Academic reports and paper presentations: Quickly convert academic papers into professional slides for academic conferences, seminars, or thesis defenses, ensuring accurate content and clear logic.
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Research achievement reporting: Generate slides or posters from research reports or experimental results for research project reporting and achievement display, improving reporting efficiency and quality.
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Teaching courseware production: Convert teaching documents into teaching courseware to help teachers quickly prepare course content and enhance classroom interactivity and teaching effectiveness.
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Internal corporate sharing: Convert internal reports or project documents into presentation materials for internal corporate training, project reporting, or knowledge-sharing meetings.
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Conference poster production: Generate posters that meet publication quality for occasions such as academic conferences and industry exhibitions to showcase research achievements or project highlights.
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Personal learning and summarization: Convert personal study notes or summary documents into concise slides, making it easy to review and share personal learning outcomes.