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Entity-linkingKnowledge-acquisitionKnowledge-graphInformatikEnglisch
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An Overview of Constructing a Knowledge Graph Author · Qingqin Fang ( ORCID: 0009–0003–5348–4264) 1. Introduction 1.1 What is a Knowledge Graph Knowledge Graphs are structured semantic knowledge bases used to rapidly describe concepts and their relationships in the physical world.

Large-language-modelsArtificial-intelligencePrompt-engineeringInformatikEnglisch
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Using intelligence to use artificial Intelligence: A deep dive into Prompt Engineering Author Dhruv Gupta (ORCID: 0009–0004–7109–5403 ) Introduction Large Language Models (LLMs) have become the new normal in the field of Natural Language Processing (NLP). With their improved performance and generative power, people around the world are relying on it for

Query-optimizationNeo4j-graph-databaseCypherInformatikEnglisch
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Autor Wenyi Pi

Boosting Performance for Knowledge Graphs with Neo4j APOC Library Author Wenyi Pi (ORCID: 0009–0002–2884–2771) Introduction A knowledge graph (graph database) captures information about main entities in a domain and the relationships between them. It was an augmented feature store for connected data which gave access to compute, access and operationalise structure features.

BertLarge-language-modelsTrainingArchitectureInformatikEnglisch
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Unlocking the power of language models: A deep dive into BERT Author: Dhruv Gupta (ORCID: 0009–0004–7109–5403 ) Clive Humby, in 2006 rightly said, “Data is the new oil”. With data being present everywhere, it has never been more valuable.

Social-impactEthicalArtificial-intelligenceInformatikEnglisch
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Autor Wenyi Pi

Addressing Misinformation, Bias, and Privacy Concerns Author: Wenyi Pi (ORCID: 0009–0002–2884–2771 ) Recently, the spread of false or misinformation has become an important concern for people all over the world, especially in the era of big data and multimedia, where people are faced with a flood of information that makes it difficult to determine its authenticity.