LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs

21 June 2024

Wenhu Chen

Papers citing "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs"

38 / 38 papers shown

Title
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities Woongyeong Yeo Kangsan Kim Soyeong Jeong Jinheon Baek S. Hwang 47 0 0 29 Apr 2025
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes Tianyang Xu Haojie Zheng Chengze Li H. Chen Yixin Liu Ruoxi Chen Lichao Sun 22 0 0 15 Apr 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation Hanghui Guo Jia Zhu Shimin Di Weijie Shi Zhangze Chen Jiajie Xu 25 0 0 14 Apr 2025
Stochastic Optimization with Optimal Importance Sampling Liviu Aolaritei Bart P. G. Van Parys H. Lam Michael I. Jordan 33 0 0 04 Apr 2025
A Survey of Scaling in Large Language Model Reasoning Zihan Chen Song Wang Zhen Tan Xingbo Fu Zhenyu Lei Peng Wang Huan Liu Cong Shen Jundong Li LRM 84 0 0 02 Apr 2025
Patience is all you need! An agentic system for performing scientific literature review David Brett Anniek Myatt 18 0 0 28 Mar 2025
MoK-RAG: Mixture of Knowledge Paths Enhanced Retrieval-Augmented Generation for Embodied AI Environments Zhengsheng Guo Linwei Zheng Xinyang Chen X. Bai K. Chen Min Zhang 48 0 0 18 Mar 2025
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents Qiuchen Wang Ruixue Ding Zehui Chen Weiqi Wu Shihang Wang Pengjun Xie Feng Zhao 53 1 0 25 Feb 2025
End-to-End Chart Summarization via Visual Chain-of-Thought in Vision-Language Models Raymond Choi Frank Burns Chase Lawrence LRM 57 0 0 24 Feb 2025
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering Rongzhi Zhu Xiangyu Liu Zequn Sun Yiwei Wang Wei Hu LRM RALM KELM 70 1 0 21 Feb 2025
CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models Yifan Zhang Xue Yang 43 0 0 17 Feb 2025
QuOTE: Question-Oriented Text Embeddings Andrew Neeser Kaylen Latimer Aadyant Khatri Chris Latimer Naren Ramakrishnan RALM 40 0 0 16 Feb 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 75 6 0 24 Jan 2025
LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning Yansheng Mao Jiaqi Li Fanxu Meng Jing Xiong Zilong Zheng Muhan Zhang LLMAG RALM 90 1 0 18 Dec 2024
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation Z. Wang Haitao Yuan Wei Dong Gao Cong Feifei Li 3DV 38 1 0 01 Nov 2024
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 56 1 0 26 Oct 2024
A Survey on Data Synthesis and Augmentation for Large Language Models Ke Wang Jiahui Zhu Minjie Ren Z. Liu Shiwei Li ... Chenkai Zhang Xiaoyu Wu Qiqi Zhan Qingjie Liu Yunhong Wang SyDa 36 15 0 16 Oct 2024
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG X. Zhao Yan Zhong Zetian Sun Xinshuo Hu Zhenyu Liu Dongfang Li Baotian Hu Min Zhang 42 6 0 14 Oct 2024
ACER: Automatic Language Model Context Extension via Retrieval Luyu Gao Yunyi Zhang Jamie Callan RALM 19 0 0 11 Oct 2024
Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context Sangwon Yu Ik-hwan Kim Jongyoon Song Saehyung Lee Junsung Park Sungroh Yoon LRM 65 0 0 09 Oct 2024
Accelerating Inference of Networks in the Frequency Domain Chenqiu Zhao Guanfang Dong Anup Basu 33 10 0 06 Oct 2024
Geometric Collaborative Filtering with Convergence Hisham Husain Julien Monteil FedML 23 5 0 04 Oct 2024
Unified Multi-Modal Interleaved Document Representation for Information Retrieval Jaewoo Lee Joonho Ko Jinheon Baek Soyeong Jeong Sung Ju Hwang 20 1 0 03 Oct 2024
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation Zixuan Li Jing Xiong Fanghua Ye Chuanyang Zheng Xun Wu ... Xiaodan Liang Chengming Li Zhenan Sun Lingpeng Kong Ngai Wong RALM UQLM 27 0 0 03 Oct 2024
Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction Zhenmei Shi Yifei Ming Xuan-Phi Nguyen Yingyu Liang Shafiq Joty 70 27 0 25 Sep 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 81 1 0 20 Sep 2024
Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models Junfeng Tian Da Zheng Yang Cheng Rui-cang Wang C. Zhang Debing Zhang 17 1 0 07 Sep 2024
Squid: Long Context as a New Modality for Energy-Efficient On-Device Language Models Wei Chen Zhiyuan Li Shuo Xin Yihao Wang 18 4 0 28 Aug 2024
SLM Meets LLM: Balancing Latency, Interpretability and Consistency in Hallucination Detection Mengya Hu Rui Xu Deren Lei Yaxi Li Mingyu Wang Emily Ching Eslam Kamal Alex Deng 31 3 0 22 Aug 2024
MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models Yuchen Dong Xiaoxiang Fang Yuchen Hu Renshuang Jiang Zhe Jiang 38 0 0 07 Aug 2024
GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models Shilong Li Yancheng He Hangyu Guo Xingyuan Bu Ge Bai ... Xingwei Qu Yangguang Li Wanli Ouyang Wenbo Su Bo Zheng RALM LLMAG 27 6 0 20 Jun 2024
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT Jon Saad-Falcon Daniel Y. Fu Simran Arora Neel Guha Christopher Ré RALM 22 15 0 12 Feb 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 115 306 0 05 Feb 2024
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training Dawei Zhu Nan Yang Liang Wang Yifan Song Wenhao Wu Furu Wei Sujian Li 52 77 0 19 Sep 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 35 258 0 14 Aug 2023
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 234 690 0 27 Aug 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 170 249 0 08 Dec 2020
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 203 516 0 16 Oct 2020