Understand What LLM Needs: Dual Preference Alignment for
Retrieval-Augmented Generation

Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation

26 June 2024

Yutao Zhu

Ji-Rong Wen

Papers citing "Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation"

15 / 15 papers shown

Title
WebThinker: Empowering Large Reasoning Models with Deep Research Capability X. Li Jiajie Jin Guanting Dong Hongjin Qian Yutao Zhu Yongkang Wu Ji-Rong Wen Zhicheng Dou LLMAG LRM 79 1 0 30 Apr 2025
CCSK:Cognitive Convection of Self-Knowledge Based Retrieval Augmentation for Large Language Models Jianling Lu Mingqi Lv Tieming Chen RALM 42 0 0 07 Apr 2025
WASHtsApp -- A RAG-powered WhatsApp Chatbot for supporting rural African clean water access, sanitation and hygiene Simon Kloker Alex Cedric Luyima Matthew Bazanya 34 0 0 05 Nov 2024
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models Guanting Dong K. Lu Chengpeng Li Tingyu Xia Bowen Yu Chang Zhou Jingren Zhou SyDa ALM LRM 37 13 0 19 Jun 2024
Automatic Instruction Evolving for Large Language Models Weihao Zeng Can Xu Yingxiu Zhao Jianguang Lou Weizhu Chen SyDa 35 9 0 02 Jun 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 57 40 0 22 May 2024
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation Zihao Wang Anji Liu Haowei Lin Jiaqi Li Xiaojian Ma Yitao Liang ReLM RALM LRM 77 47 0 08 Mar 2024
Zero-Shot Listwise Document Reranking with a Large Language Model Xueguang Ma Xinyu Crystina Zhang Ronak Pradeep Jimmy J. Lin 65 48 0 03 May 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 74 85 0 15 Mar 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 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
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 51 163 0 14 Jan 2021
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko M. Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 195 87 0 29 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 391 2,216 0 03 Sep 2019