Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents

Retrieval-augmented generation (RAG) mitigates many problems of fully parametric language models, such as temporal degradation, hallucinations, and lack of grounding. In RAG, the model's knowledge can be updated from documents provided in context. This leads to cases of conflict between the mod...

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Hauptverfasser:	Kortukov, Evgenii, Rubinstein, Alexander, Nguyen, Elisa, Oh, Seong Joon
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
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