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Knowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective

Large Language Models (LLMs) have revolutionized Natural Language Processing (NLP) based applications including automated text generation, question answering, chatbots, and others. However, they face a significant challenge: hallucinations, where models produce plausible-sounding but factually incor...

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Principais autores: Ernests Lavrinovics, Russa Biswas, Johannes Bjerva, Katja Hose
פורמט: Artigo
שפה:Inglês
יצא לאור: Elsevier 2025-05-01
סדרה:Web Semantics
נושאים:
LLM
Factuality
Knowledge Graphs
Hallucinations
גישה מקוונת:http://www.sciencedirect.com/science/article/pii/S1570826824000301
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