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

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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Bibliographic Details
Main Authors: Ernests Lavrinovics, Russa Biswas, Johannes Bjerva, Katja Hose
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:Web Semantics
Subjects:
LLM
Factuality
Knowledge Graphs
Hallucinations
Online Access:http://www.sciencedirect.com/science/article/pii/S1570826824000301
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http://www.sciencedirect.com/science/article/pii/S1570826824000301

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