💡 Paper Title: Knowledge Graph Enhanced Large Language Model Editing, ACL Findings, 2024 🔗 Paper Link: https://arxiv.org/abs/2402.13593 Background and Motivation Large language models excel in various tasks due to their powerful generative capabilities and the rich knowledge they contain. However, issues such as outdated knowledge and factual errors may exist within these models, limiting their … Read more
The technical implementation of knowledge graphs is not complicated, but constructing them for courses is not an easy task.Today, I will share insights and ideas from Associate Professor Cao Dianbo of Yan’an University on building knowledge graphs. This article aims to provide a comprehensive interpretation of knowledge graphs from a technical perspective, hoping to assist … Read more
Artificial intelligence is becoming commonplace. In the medical field, doctors are increasingly recognizing the improvements in disease diagnosis efficiency and treatment value brought by artificial intelligence. To realize medical AI, it is necessary to build medical knowledge graphs to meet the application needs of knowledge in the medical field. ◆ ◆ ◆ What is a … Read more
Follow us丨Free book giveaway at the end 1 Do you know what the core driving force of artificial intelligence is? The scale and speed of data and information generation today make it difficult for organizations to effectively gain valuable insights from a vast amount of information and different sources. We rely on Google, Amazon, Alexa, … Read more
Urban Knowledge Graph Products and Their Applications Shenzhou Holdings Cheng Weiqi 1. The Development of Smart Cities Requires New Tools With the development of technologies such as the Internet of Things, cloud computing, and big data, the construction of smart cities has gradually improved from perceptual intelligence to cognitive intelligence. With the application of technologies … Read more
Source: AI Data Research Society This article is about 2500 words, and it is recommended to read for 7 minutes. This article introduces node classification. In this article, we will discuss node classification, such as determining whether a node is fraudulent. For general structured data classification tasks, we train models using data features and labels … Read more
About 6600 words in this article, recommended reading time is 5 minutes. The theme of this presentation is research on explainable knowledge graph reasoning. The report is divided into the following 5 parts: Research Background Frontier Progress Research Motivation Recent Research Research Outlook 01 Research Background 1. Introduction First, let’s introduce the background. After more … Read more
The Knowledge Graph is the foundation for achieving intelligence in computers. With the development of mobile internet, the Internet of Things has become possible, and the data generated by this connectivity is growing explosively. This data serves as an effective raw material for analyzing relationships. Analyzing relationships between individuals has become a crucial area for … Read more
Source: Smart Collection Club This article contains approximately 5520 words, and is recommended for a 8 minute read. This article organizes the development history of knowledge engineering and knowledge graphs. Text Mining and Graph Database | ©ontotext [ Introduction ] Knowledge engineering is a typical representative of symbolic artificial intelligence, and the increasingly popular knowledge … Read more
In today’s educational field, teaching competitions have become an important way to evaluate teacher performance and enhance educational quality. With the continuous development of information technology, the knowledge graph, as a novel method of knowledge organization and representation, gradually demonstrates its unique value and role in teaching competitions. This article will explore the application of … Read more