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local modification

2 articles · Page 1 of 1
Data Party THU
Data Party THU
Jul 22, 2026 · Artificial Intelligence

MemSlides Enables Precise Local Edits in AI‑Generated PPTs

MemSlides, a collaboration between Tsinghua, Shanghai Jiao Tong, and Beijing University of Posts and Telecommunications, introduces a hierarchical memory framework that lets a Slides Agent remember long‑term user preferences, temporary constraints, and tool experience, achieving accurate local PPT modifications and significantly improving personalization and edit efficiency.

AI PPTMemSlideshierarchical memory
0 likes · 13 min read
MemSlides Enables Precise Local Edits in AI‑Generated PPTs
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Jul 3, 2026 · Artificial Intelligence

MemSlides: Memory‑Driven Slides Agent for Multi‑Round Precise PPT Edits (HuggingFace #1)

MemSlides introduces a hierarchical memory framework—persistent user profiles, active working memory, and tool experience—to turn AI slide generation into a stateful multi‑turn authoring process, improving persona alignment and local edit efficiency, with closed‑loop completion rising from 0.815 to 0.963 and edit time dropping from 609.5 s to 242.5 s.

AI PPT generationMemSlideslocal modification
0 likes · 13 min read
MemSlides: Memory‑Driven Slides Agent for Multi‑Round Precise PPT Edits (HuggingFace #1)