Latest Articles for Knowledge Graphs

Information Retrieval G-RAG: A Game Changer in Material Science Research

G-RAG improves information retrieval for researchers in material science.

Radeen Mostafa, Mirza Nihal Baig, Mashaekh Tausif Ehsan

2025-05-15T09:16:00+00:00 ― 5 min read

Databases Neuro-Symbolic Query Optimization: A Modern Approach

Combining neural networks and symbolic methods to improve data queries.

Maribel Acosta, Chang Qin, Tim Schwabe

2025-05-14T14:16:00+00:00 ― 7 min read

Computation and Language Addressing Hallucinations in Language Models

Understanding how Knowledge Graphs can reduce false information in AI responses.

Ernests Lavrinovics, Russa Biswas, Johannes Bjerva

2025-05-14T12:34:40+00:00 ― 6 min read

Artificial Intelligence Enhancing Knowledge Graphs with Smart Negative Sampling

This research improves Knowledge Graphs using refined negative sampling techniques for better model performance.

Alberto Bernardi, Luca Costabello

2025-05-12T07:48:00+00:00 ― 8 min read

Animal Behavior and Cognition Heron: Simplifying Scientific Experiments

Heron streamlines experimental workflows for researchers with its user-friendly platform.

George Dimitriadis, Ella Svahn, Andrew MacAskill

2025-05-10T15:12:32+00:00 ― 8 min read

Computation and Language Enhancing Language Models with Knowledge Graphs

Learn how knowledge-enhanced language models improve accuracy and reliability.

Alexander Fichtl, Juraj Vladika, Georg Groh

2025-05-08T13:01:20+00:00 ― 8 min read

Computation and Language GraphJudger: A New Approach to Knowledge Graphs

GraphJudger cleans data to improve Knowledge Graph creation from messy information.

Haoyu Huang, Chong Chen, Conghui He

2025-05-06T06:08:00+00:00 ― 7 min read

Artificial Intelligence Can AI Replace Humans in Knowledge Extraction?

Exploring the role of LLMs in extracting procedural knowledge from text.

Valentina Anita Carriero, Antonia Azzini, Ilaria Baroni

2025-05-05T09:01:20+00:00 ― 6 min read

Artificial Intelligence Improving AI Reasoning with Knowledge Graphs

This article explains how knowledge graphs enhance AI's visual reasoning ability.

Mintaek Lim, Seokki Lee, Liyew Woletemaryam Abitew

2025-05-03T16:29:20+00:00 ― 7 min read

Computation and Language Evaluating Large Language Models: A New Approach

Learn how SelfPrompt helps assess the strength of language models effectively.

Aihua Pei, Zehua Yang, Shunan Zhu

2025-04-27T12:04:45+00:00 ― 3 min read

Artificial Intelligence Transforming Education with AI and Knowledge Graphs

Discover how AI and knowledge graphs are reshaping modern learning.

Patrick Ocheja, Brendan Flanagan, Yiling Dai

2025-04-18T11:36:09+00:00 ― 9 min read

Machine Learning Reinventing Association Rule Mining for IoT

Aerial combines static and dynamic data for smarter insights in IoT.

Erkan Karabulut, Paul Groth, Victoria Degeler

2025-04-16T07:26:24+00:00 ― 5 min read

Information Retrieval Revolutionizing Biomedical Document Retrieval

New methods improve how scientists find biomedical research effectively.

Hermann Kroll, Pascal Sackhoff, Timo Breuer

2025-04-09T00:29:42+00:00 ― 7 min read

Computation and Language Knowledge Graphs: Simplifying Physics Learning

Revolutionizing how students approach physics with knowledge graphs.

Krishnasai Addala, Kabir Dev Paul Baghel, Dhruv Jain

2025-04-08T10:03:00+00:00 ― 7 min read

Artificial Intelligence The Battle Between Knowledge Graph Models

Exploring the rivalry of knowledge graph models and their effectiveness.

Patrick Betz, Nathanael Stelzner, Christian Meilicke

2025-04-06T21:56:15+00:00 ― 7 min read

Computation and Language KaLM: Transforming Language Models with Knowledge Graphs

Discover how KaLM improves language models by connecting them with knowledge graphs.

Peng Yu, Cheng Deng, Beiya Dai

2025-04-06T03:28:48+00:00 ― 6 min read

Machine Learning Revolutionizing Mobile Networks with AI

New methods enhance mobile networks for better connectivity and performance.

Shengheng Liu, Tianqi Zhang, Ningning Fu

2025-03-31T23:05:33+00:00 ― 6 min read

Networking and Internet Architecture Revolutionizing Wireless Networks with GraphRAG

GraphRAG merges AI and knowledge graphs, advancing wireless network management.

Yang Xiong, Ruichen Zhang, Yinqiu Liu

2025-03-31T20:41:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition Breaking Down Pedestrian Detection Challenges in Self-Driving Cars

A look at how the OccluRoads dataset tackles hidden pedestrian detection.

Melo Castillo Angie Nataly, Martin Serrano Sergio, Salinas Carlota

2025-03-29T04:29:06+00:00 ― 8 min read

Computational Physics The Impact of Physics-Based Simulations

Discover how simulations transform research and innovation across various fields.

Martin Thomas Horsch, Fadi Al Machot, Jadran Vrabec

2025-03-27T17:29:02+00:00 ― 6 min read

Computers and Society CyberRAG: Transforming Cybersecurity Education with AI

Discover how CyberRAG enhances learning in cybersecurity through AI-driven methods.

Chengshuai Zhao, Garima Agrawal, Tharindu Kumarage

2025-03-27T13:09:45+00:00 ― 8 min read

Artificial Intelligence Revolutionizing Information Retrieval with Multi-Armed Bandits

Discover how multi-armed bandits improve information retrieval systems.

Xiaqiang Tang, Jian Li, Nan Du

2025-03-25T08:11:51+00:00 ― 7 min read

Computation and Language Revolutionizing Knowledge Graph Completion with LLMs

A new method improves how AI fills gaps in knowledge graphs.

Ben Liu, Jihai Zhang, Fangquan Lin

2025-03-14T20:12:45+00:00 ― 6 min read

Computation and Language Boosting AI Reasoning with Knowledge Graphs

Researchers improve LLM reasoning by using Knowledge Graphs through programming language representations.

Xue Wu, Kostas Tsioutsiouliklis

2025-03-13T12:06:45+00:00 ― 7 min read

Machine Learning Understanding Knowledge Graphs: A Comprehensive Overview

Learn how Knowledge Graphs organize data for better analysis and predictions.

Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan

2025-03-11T01:31:48+00:00 ― 6 min read

Artificial Intelligence Evaluating AI in Healthcare: The Role of Knowledge Graphs

Researchers assess LLMs using knowledge graphs to improve healthcare decision-making.

Gabriel R. Rosenbaum, Lavender Yao Jiang, Ivaxi Sheth

2025-03-09T02:59:06+00:00 ― 7 min read

Information Retrieval Revolutionizing Recommendations with LIKR

Discover how LIKR combines knowledge graphs and language models for better suggestions.

Keigo Sakurai, Ren Togo, Takahiro Ogawa

2025-03-04T13:50:42+00:00 ― 7 min read

Computation and Language SimGRAG: A New Era in Data Understanding

SimGRAG transforms how machines interpret our questions using knowledge graphs.

Yuzheng Cai, Zhenyue Guo, Yiwen Pei

2025-02-27T15:04:30+00:00 ― 6 min read

Computation and Language Guiding AI: New Method for Fact-Based Answers

A new approach helps AI models provide accurate answers using knowledge graphs.

Mufan Xu, Kehai Chen, Xuefeng Bai

2025-02-22T13:05:42+00:00 ― 6 min read

Computation and Language Revolutionizing Multi-Hop Question Answering with Knowledge Editing

Learn how knowledge editing enhances accuracy in complex question answering.

Yifan Lu, Yigeng Zhou, Jing Li

2025-02-17T11:55:03+00:00 ― 6 min read

Bioinformatics Mapping the Human Body: A New Frontier

The Human Reference Atlas offers a detailed map of human anatomy and biology.

Andreas Bueckle, Bruce W. Herr II, Josef Hardi

2025-02-15T00:41:12+00:00 ― 6 min read

Machine Learning TWIG: A Smart Tool for Knowledge Graphs

TWIG transforms KGE analysis, enhancing predictions and simplifying setups.

Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan

2025-02-12T00:18:27+00:00 ― 7 min read

Machine Learning Unlocking the Magic of Knowledge Graphs

Discover how Knowledge Graphs and SDN reshape information connections.

Tengfei Ma, Yujie Chen, Liang Wang

2025-02-08T00:00:27+00:00 ― 6 min read

Artificial Intelligence MPERL: A Smart Method for Classifying Knowledge Graphs

A new approach improves classification in knowledge graphs using GCNs and Markov processes.

Johannes Mäkelburg, Yiwen Peng, Mehwish Alam

2025-01-30T02:32:33+00:00 ― 7 min read

Computation and Language Harnessing Knowledge Graphs for Easy Data Retrieval

Learn how CypherBench simplifies information access from complex knowledge graphs.

Yanlin Feng, Simone Papicchio, Sajjadur Rahman

2025-01-28T16:50:15+00:00 ― 7 min read

Computation and Language Revolutionizing AI with Dynamic Graphs

Dynamic graphs enhance AI's language understanding and response generation.

Karishma Thakrar

2025-01-28T08:00:36+00:00 ― 5 min read

Artificial Intelligence Building Knowledge Graphs with Large Language Models

Learn how to efficiently create Knowledge Graphs using advanced models and frameworks.

Xiaohan Feng, Xixin Wu, Helen Meng

2025-01-18T06:27:27+00:00 ― 6 min read