ISFJ-RAG: Interventional Suppression of Hallucinations via Counter-Factual Joint Decoding Retrieval-Augment Generation

Although retrieval-augmented generation (RAG) technology mitigates the hallucination issue in large language models (LLMs) by incorporating external knowledge, and combining reasoning models can further enhance RAG system performance, retrieval noise and attention bias still lead to the diffusion of...

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Bibliografische Detailangaben

Hauptverfasser:	Yuezhao Liu, Wei Li, Yijie Wang, Ningtong Chen, Min Chen
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2026-02-01
Schriftenreihe:	Big Data and Cognitive Computing
Schlagworte:	hallucination RAG causal inference counterfactual reasoning LLM
Online-Zugang:	https://www.mdpi.com/2504-2289/10/2/56
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