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ConvDeck system streamlines academic paper-to-slide generation with iterative feedback

By PulseAugur Editorial · [1 sources] ·

Researchers have developed ConvDeck, a novel multi-agent system designed to improve the process of converting academic papers into slide presentations. Unlike previous methods that either limit user interaction or apply feedback only after a full deck is generated, ConvDeck integrates user feedback iteratively throughout the generation pipeline. This stage-specific conversational approach allows users to refine the presentation outline and slide content at the most relevant points, leading to improved user satisfaction, narrative coherence, and overall presentation quality. AI

IMPACT This system could significantly reduce the time and effort required for researchers to create presentations from their papers.

RANK_REASON The cluster describes a new research paper detailing a novel system for academic paper-to-slide generation. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

ConvDeck system streamlines academic paper-to-slide generation with iterative feedback

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28 / 100
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The cluster describes a new research paper detailing a novel system for academic paper-to-slide generation. [lever_c_demoted from research: ic=1 ai=1.0]
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paper, product, infra
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High
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Breaking (< 6h)
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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Tarik Can Ozden, Sachidanand VS, Furkan Horoz, Ozgur Kara, Dilek Hakkani-T\"ur, Junho Kim, James Matthew Rehg ·

    ConvDeck: Conversational Paper-to-Slide Generation via Stage-Specific User Feedback

    arXiv:2609.00226v1 Announce Type: new Abstract: Automatic academic paper-to-slide generation is inherently iterative, because creating an effective presentation requires repeated cycles of generation, critique, and revision. Recent multi-agent systems partially acknowledge this t…

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