Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor

Despite the prevalence of retrieval-augmented language models (RALMs), the seamless integration of these models with retrieval mechanisms to enhance performance in document-based tasks remains challenging. While some post-retrieval processing Retrieval-Augmented Generation (RAG) methods have achieve...

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Veröffentlicht in:	arXiv.org 2024-06
Hauptverfasser:	Xu, Chuankai, Zhao, Dongming, Wang, Bo, Xing, Hanwen
Format:	Artikel
Sprache:	eng
Schlagworte:	Consistency Documents Information retrieval Learning Synergistic effect
Online-Zugang:	Volltext
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