UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems

24 January 2024

Zezhong Wang

Papers citing "UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems"

23 / 23 papers shown

Title
Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs Younghun Lee Dan Goldwasser LLMAG 69 0 0 17 Apr 2025
A Survey of Personalization: From RAG to Agent Xiaopeng Li Pengyue Jia Derong Xu Yi Wen Yingyi Zhang ... X. Li Y. Liu Huifeng Guo Ruiming Tang Xiangyu Zhao 3DV AI4TS AI4CE 42 0 0 14 Apr 2025
OnRL-RAG: Real-Time Personalized Mental Health Dialogue System Ahsan Bilal Beiyu Lin OffRL RALM AI4MH 40 1 0 02 Apr 2025
A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications Jian-Yu Guan J. Wu J. Li Chuanqi Cheng Wei Yu Wu LM&MA 69 0 0 21 Mar 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu W. Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 69 2 0 04 Mar 2025
PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data Juntao Tan Liangwei Yang Zuxin Liu Z. Liu Rithesh Murthy ... Shirley Kokane S. H. Wang Caiming Xiong Shelby Heinecke SyDa 38 1 0 28 Feb 2025
LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers Zhuocheng Zhang Yang Feng Min Zhang 48 1 0 25 Feb 2025
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications Zhe Chen Yusheng Liao Shuyang Jiang Pingjie Wang Y. Guo Y. Wang Yu Wang 34 3 0 05 Jan 2025
A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation Haoyu Song W. Zhang Kaiyan Zhang Ting Liu 21 3 0 26 Oct 2024
Adaptive Retrieval-Augmented Generation for Conversational Systems Xi Wang Procheta Sen Ruizhe Li Emine Yilmaz RALM 18 0 0 31 Jul 2024
LongLaMP: A Benchmark for Personalized Long-form Text Generation Ishita Kumar Snigdha Viswanathan Sushrita Yerra Alireza Salemi Ryan A. Rossi ... Xiang Chen Ruiyi Zhang Shubham Agarwal Nedim Lipka Hamed Zamani 28 4 0 27 Jun 2024
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems Florin Cuconasu Giovanni Trappolini Nicola Tonellotto Fabrizio Silvestri 36 2 0 21 Jun 2024
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue Hao Li Chenghao Yang An Zhang Yang Deng Xiang Wang Tat-Seng Chua LLMAG 58 22 0 09 Jun 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 198 9 0 13 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 96 215 0 29 Feb 2024
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval Hongru Wang Boyang Xue Baohang Zhou Rui Wang Fei Mi Weichao Wang Yasheng Wang Kam-Fai Wong 20 3 0 26 Feb 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 50 1,418 1 18 Dec 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 138 600 0 17 Oct 2023
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment Boyang Xue Weichao Wang Hongru Wang Fei Mi Rui Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu Kam-Fai Wong KELM HILM 208 15 0 12 Oct 2023
Large Language Models are Strong Zero-Shot Retriever Tao Shen Guodong Long Xiubo Geng Chongyang Tao Tianyi Zhou Daxin Jiang RALM KELM 32 33 0 27 Apr 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 237 840 0 05 Oct 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
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 121 244 0 14 Oct 2021