A Survey on Retrieval-Augmented Text Generation for Large Language
Models

A Survey on Retrieval-Augmented Text Generation for Large Language Models

17 April 2024

Papers citing "A Survey on Retrieval-Augmented Text Generation for Large Language Models"

10 / 10 papers shown

Title
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Jón Gunnar Hannesson Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 46 0 0 03 Apr 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 65 17 0 17 Jan 2025
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge Yi Liu Lianzhe Huang Shicheng Li Sishuo Chen Hao Zhou Fandong Meng Jie Zhou Xu Sun RALM 54 32 0 14 Nov 2023
Optimizing Retrieval-augmented Reader Models via Token Elimination Moshe Berchansky Peter Izsak Avi Caciularu Ido Dagan Moshe Wasserblat RALM 39 12 0 20 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 135 600 0 17 Oct 2023
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading Howard Chen Ramakanth Pasunuru Jason Weston Asli Celikyilmaz RALM 63 72 0 08 Oct 2023
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Shafiq R. Joty Soujanya Poria Lidong Bing HILM BDL LRM 71 85 0 22 May 2023
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 111 159 0 29 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 205 318 0 21 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022