A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
Author:
Affiliation:
1. The Hong Kong Polytechnic University, Hong Kong, China
2. Baidu Inc., Beijing, CN
3. National university of Singapore, Singapore, SG
Funder
General Research Funds from the Hong Kong Research Grants Council
internal research funds from The Hong Kong Polytechnic University
Research Collaborative Project
National Natural Science Foundation of China
SHTM Interdisciplinary Large Grant
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3637528.3671470
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2. Sweta Agrawal Chunting Zhou Mike Lewis Luke Zettlemoyer and Marjan Ghazvininejad. 2023. In-context Examples Selection for Machine Translation. In ACL (Findings). 8857--8873.
3. Miles C Andrews Junna Oba Chang-Jiun Wu Haifeng Zhu Tatiana Karpinets Caitlin A Creasy Marie-Andrée Forget Xiaoxing Yu Xingzhi Song Xizeng Mao et al. 2022. Multi-modal molecular programs regulate melanoma cell state. Nature communications Vol. 13 1 (2022) 4000.
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5. Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil and Hannaneh Hajishirzi. 2023. Self-RAG: Learning to Retrieve Generate and Critique through Self-Reflection. In ICLR.
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