Bridging the Preference Gap between Retrievers and LLMs

Bridging the Preference Gap between Retrievers and LLMs

13 January 2024

Michael Bendersky

Papers citing "Bridging the Preference Gap between Retrievers and LLMs"

18 / 18 papers shown

Title
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering Xukai Liu Ye Liu Shiwen Wu Yanghai Zhang Yihao Yuan Kai Zhang Qi Liu 5 0 0 19 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning Jiawei Zhou Lei Chen 3DV VLM 75 1 0 11 Mar 2025
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering Qingfei Zhao Ruobing Wang Yukuo Cen Daren Zha Shicheng Tan Yuxiao Dong Jie Tang RALM 39 9 0 23 Oct 2024
Improve Dense Passage Retrieval with Entailment Tuning Lu Dai Hao Liu Hui Xiong RALM 35 4 0 21 Oct 2024
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs Xin Zhou Ping Nie Yiwen Guo Haojie Wei Zhanqiu Zhang Pasquale Minervini Ruotian Ma Tao Gui Qi Zhang Xuanjing Huang MoE 44 0 0 20 Oct 2024
Contrastive Learning to Improve Retrieval for Real-world Fact Checking Aniruddh Sriram Fangyuan Xu Eunsol Choi Greg Durrett 30 1 0 07 Oct 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" Yifei Ming Senthil Purushwalkam Shrey Pandit Zixuan Ke Xuan-Phi Nguyen Caiming Xiong Shafiq R. Joty HILM 112 16 0 30 Sep 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering Yike Wu Yi Huang Nan Hu Yuncheng Hua Guilin Qi Jiaoyan Chen Jeff Z. Pan 41 6 0 29 Sep 2024
SFR-RAG: Towards Contextually Faithful LLMs Xuan-Phi Nguyen Shrey Pandit Senthil Purushwalkam Austin Xu Hailin Chen Yifei Ming Zixuan Ke Silvio Savarese Caiming Xong Shafiq Joty RALM 88 7 0 16 Sep 2024
Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice Jonathan Li R. Bhambhoria Samuel Dahan Xiaodan Zhu ELM AILaw 44 0 0 12 Sep 2024
R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation Fuda Ye Shuangyin Li Yongqi Zhang L. Chen 37 0 0 19 Jun 2024
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation Shuting Wang Xin Yu Mang Wang Weipeng Chen Yutao Zhu Zhicheng Dou RALM 40 7 0 18 Jun 2024
DR-RAG: Applying Dynamic Document Relevance to Retrieval-Augmented Generation for Question-Answering Zijian Hei Weiling Liu Wenjie Ou Juyi Qiao Junming Jiao Guowen Song Ting Tian Yi Lin RALM 46 5 0 11 Jun 2024
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues Diji Yang Jinmeng Rao Kezhen Chen Xiaoyuan Guo Yawen Zhang Jie Yang Yi Zhang LRM RALM 55 12 0 15 May 2024
The Power of Noise: Redefining Retrieval for RAG Systems Florin Cuconasu Giovanni Trappolini F. Siciliano Simone Filice Cesare Campagnano Y. Maarek Nicola Tonellotto Fabrizio Silvestri RALM 44 144 0 26 Jan 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 59 1,516 1 18 Dec 2023
GLIMMER: generalized late-interaction memory reranker Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Sumit Sanghai William W. Cohen Joshua Ainslie RALM 46 4 0 17 Jun 2023