AI与社会、科学的协同：跨学科研究的潜力与挑战
编者按：2023年是微软亚洲研究院建院25周年，借此机会，我们特别策划了“智汇对话”系列内容，邀请全球各领域顶尖专家学者共同畅谈研究文化，探讨跨学科创新，展望技术未来。 11月14日，微软亚洲研究院与东京大学联合举办了以“人工智能协同：社会与科学（AI Synergy: Society and Science）”为主题的2023年人工智能论坛（查看回放视频）。在圆桌讨论环节，东京大学新一代智能科学...
MatterGen: Property-guided materials design
| Andrew Fowler, Matthew Horton, Ryota Tomioka, Robert Pinsler, Tian Xie, Claudio Zeni, and Daniel Zügner
The central problem in materials science is to discover materials with desired properties. MatterGen enables broad property-guided materials design.
LLMLingua: Innovating LLM efficiency with prompt compression
| Huiqiang Jiang, Qianhui Wu, Chin-Yew Lin, Yuqing Yang, and Lili Qiu
Advanced prompting technologies for LLMs can lead to excessively long prompts, causing issues. Learn how LLMLingua compresses prompts up to 20x, maintaining quality, reducing latency, and supporting improved UX.
In the news | ACM NEWS
Multimodal AI Connects the Digital Dots
Advances in artificial intelligence (AI) have arrived at breathtaking speed over the last few years. Computer vision has come into focus, robotics has marched forward, and generative AI has moved squarely into the mainstream of society. Yet, for all the progress,…
Abstracts: December 6, 2023
| Gretchen Huizinga and Xing Xie
"Abstracts”—your source for world-class research in brief—welcomes Senior Principal Research Manager Xing Xie to the podcast series to discuss his paper on evaluating general-purpose AI with psychometrics.
Microsoft at ESEC/FSE 2023: AI techniques for a streamlined coding workflow
| Xiaoyu Liu, Michele Tufano, and Neel Sundaresan
Explore the latest AI innovations aiming to advance the software development lifecycle. AdaptivePaste adapts and refines pasted code snippets in an IDE. InferFix automates bug detection and repair. Discover how.
Research Focus: Week of December 4, 2023
Research Focus: Using LLMs in a Rust-based formal verification framework; Rethinking network measurements with user feedback; 3D telemedicine using HoloportationTM communication technology could enhance overseas surgical visits.
编者按：欢迎阅读“科研上新”栏目！“科研上新”汇聚了微软亚洲研究院最新的创新成果与科研动态。在这里，你可以快速浏览研究院的亮点资讯，保持对前沿领域的敏锐嗅觉，同时也能找到先进实用的开源工具。 12月10日至12月16日，全球最负盛名的人工智能盛会之一 NeurIPS 大会将在美国举办。所以，本期“科研上新”将为大家带来多篇微软亚洲研究院在 NeurIPS 2023 上的精选论文解读，涉及领域涵盖文...
Exploring LLMs’ potential to help facilitators enhance online healthcare communities
| Najeeb G. Abdulhamid, Jacki O'Neill, and Keshet Ronen
Many patients in low- and middle-income countries rely on facilitated online health communities for information and support. Discover how large language models can assist the facilitators and boost outcomes.