{"repo":"KyuDan1/Talk-to-Your-Slides","free":true,"listed":false,"github":"https://github.com/KyuDan1/Talk-to-Your-Slides","clone":"git clone https://github.com/KyuDan1/Talk-to-Your-Slides.git","description":"PowerPoint Slide Editing Agent, accepted at ACL 2026 Findings","language":"Jupyter Notebook","stars":33,"topics":["agent","llm","mcp","powerpoint"],"license":null,"category":"mcp-servers","readme_excerpt":"--- !!! Our next work released !!! - https://anonymous.4open.science/r/EditPPT-0E27/README.md - https://github.com/ben8169/EditPPT-release refer this release to execute .exe file on your windows. 📜 Talk to Your Slides: Language-Driven Agents for Efficient Slide Editing --- 📄 Research Paper (arXiv preprint) --- Note: TSBench-Hard version out! 📎 Download TSBench-Hard on Google Drive Note: Batch slide inferece examples available.📎 Download Examples on Google Drive --- 📖 Overview Editing presentation slides remains one of the most common and time-consuming tasks faced by millions of users daily, despite significant advances in automated slide generation. While GUI-based agents have demonstrated visual control capabilities, they often suffer from high computational cost and latency. To address this, we propose Talk-to-Your-Slides , an LLM-powered agent that edits slides in active PowerPoint sessions by leveraging structured object-level information—bypassing the need for visual pixel interaction. Our system introduces a hierarchical editing design, separating high-level semantic planning from low-level object manipulation. This allows: - 🚀 34.02% faster execution - 🎯 34.76% better instruction adherence - 💸 87.42% cheaper operations To evaluate slide editing performance, we present TSBench , a human-annotated benchmark with 379 diverse instructions spanning four major categories. --- 📚 TSBench Benchmark Dataset TSBench (Original) 📎 Download TSBench on Google Drive Our hum","default_branch":null,"files":null,"tree":[],"storefront":"/r/KyuDan1","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/KyuDan1/Talk-to-Your-Slides/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}