The Inner OS of Large Models: How Smart Brains Match Real-World Needs?

The Inner OS of Large Models: How Smart Brains Match Real-World Needs?

In the past two years, regardless of your industry or lifestyle, everyone is familiar with buzzwords like AIGC, large models, etc. From the previously popular AI image generation, AI scripts, to AI relationships, artificial intelligence is gradually changing our way of life. At the same time, the large model industry is continuously iterating and upgrading. … Read more

Comprehensive Guide to AI Tools for Beginners

Comprehensive Guide to AI Tools for Beginners

Source: Knife Guest Li For beginners who want to master AI tools, the first step is to understand what AI tools are available on the market and what each tool specializes in. In evaluating these AI tools, SuperCLUE is undoubtedly the most authoritative. Its full name is the Comprehensive Evaluation Benchmark for Chinese General Large … Read more

Exploring Applications of AI Large Models in Natural Language Processing

Exploring Applications of AI Large Models in Natural Language Processing

Abstract: AI large models are an important research direction in the field of natural language processing and a fundamental technology in artificial intelligence, playing an increasingly prominent role in social production and life. In recent years, the application range of AI large models has been continuously expanding, and their applications in language processing have gradually … Read more

NLP Hotspots and Interesting Work from ACL 2022

NLP Hotspots and Interesting Work from ACL 2022

Delivering NLP technical insights to you every day! Reprinted from | PaperWeekly Author | Albert Yang Affiliation | Amazon/Georgia Tech Research Direction | NLP As a procrastinator, Iโ€™m writing this summary of the ACL conference just before NAACL ๐Ÿ™ . At the onsite conference, I saw my former boss Bonnie Webber (ACL 2020 Lifetime Achievement … Read more

Academician Sun Ninghui: Four Major Dilemmas and Three Choices of China’s Intelligent Computing

Academician Sun Ninghui: Four Major Dilemmas and Three Choices of China's Intelligent Computing

On April 26, after the conclusion of the ninth meeting of the 14th National People’s Congress Standing Committee, a special lecture was held, where Academician of the Chinese Academy of Engineering and researcher at the Institute of Computing Technology of the Chinese Academy of Sciences, Sun Ninghui, delivered a lecture titled “The Development of Artificial … Read more

Knowledge Graph Systems in the Era of Large Models

Knowledge Graph Systems in the Era of Large Models

With the development and breakthroughs in large model technology, the combination of parametric knowledge and symbolic knowledge has become a research hotspot for empowering intelligent system applications. The deep integration of knowledge graphs and large models is an inevitable trend for achieving comprehensive, reliable, and controllable artificial intelligence. This special issue provides a comprehensive introduction … Read more

Opportunities and Challenges of MoE Large Model Training and Inference

With the development of large model technology and the proposal of the Scaling Law in 2020, it has become a consensus in the industry to improve model performance by expanding data scale and increasing model parameters. However, current large models face many engineering challenges in training, inference, and application stages. Simply increasing the model size … Read more

The Last Mile of Large Models: A Comprehensive Review of Large Model Evaluation

The Last Mile of Large Models: A Comprehensive Review of Large Model Evaluation

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and researchers from enterprises. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. … Read more

Introduction to Industrial Large Models in New Quality Service Industry

Introduction to Industrial Large Models in New Quality Service Industry

Editor’s Note Great Wall Strategic Consulting has been compiling and publishing the “Enterprise Research Report” since 1995, conducting in-depth analysis and development assessments in multiple fields such as technological innovation, industrial upgrading, regional development, government governance, and innovative concepts. This article is edited based on the content from the 396th issue of the Enterprise Research … Read more