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.