RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

31 January 2024

Christopher D. Manning

RALM

ArXiv PDF HTML

Papers citing "RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval"

50 / 93 papers shown

Title
MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG Woosang Lim Zekun Li Gyuwan Kim Sungyoung Ji HyeonJung Kim Kyuri Choi Jin Hyuk Lim K. Park William Yang Wang 14 0 0 10 May 2025
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies Massimiliano Pronesti Joao Bettencourt-Silva Paul Flanagan Alessandra Pascale Oisin Redmond Anya Belz Yufang Hou 34 0 0 09 May 2025
SafeMate: A Modular RAG-Based Agent for Context-Aware Emergency Guidance Junfeng Jiao Jihyung Park Yiming Xu Kristen Sussman Lucy Atkinson 28 0 0 05 May 2025
Real-time Spatial Retrieval Augmented Generation for Urban Environments David Nazareno Campo Javier Conde Alvaro Alonso Gabriel Huecas Joaquín Salvachúa Pedro Reviriego 17 0 0 04 May 2025
Zoomer: Adaptive Image Focus Optimization for Black-box MLLM Jiaxu Qian Chendong Wang Y. Yang Chaoyun Zhang Huiqiang Jiang ... Saravan Rajmohan Dongmei Zhang Y. Yang Qi Zhang Lili Qiu VLM 70 0 0 30 Apr 2025
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory Prateek Chhikara Dev Khant Saket Aryan Taranjeet Singh Deshraj Yadav LLMAG RALM 67 0 0 28 Apr 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths Jingjin Wang LRM 63 0 0 25 Apr 2025
Credible plan-driven RAG method for Multi-hop Question Answering Ningning Zhang Chi Zhang Zhizhong Tan Xingxing Yang Weiping Deng Wenyong Wang LRM 33 0 0 23 Apr 2025
AlignRAG: An Adaptable Framework for Resolving Misalignments in Retrieval-Aware Reasoning of RAG Jiaqi Wei Hao Zhou Xiang Zhang Di Zhang Zijie Qiu Wei Wei Jinzhe Li Wanli Ouyang Siqi Sun 27 0 0 21 Apr 2025
RAG Without the Lag: Interactive Debugging for Retrieval-Augmented Generation Pipelines Quentin Romero Lauro Shreya Shankar Sepanta Zeighami Aditya G. Parameswaran 24 0 0 18 Apr 2025
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes Tianyang Xu Haojie Zheng Chengze Li H. Chen Yixin Liu Ruoxi Chen Lichao Sun 27 0 0 15 Apr 2025
Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation Bo Zhang Hui Ma Dailin Li Jian Ding Jian Wang Bo Xu Hongfei Lin KELM 42 0 0 10 Apr 2025
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 79 0 0 03 Apr 2025
Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph Lingxiao Guan Y. Huang Jie Liu 43 0 0 02 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 86 0 0 02 Apr 2025
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation Xiaofan Zhou Liangjie Huang Pinyang Cheng Wenpen Yin Rui Zhang Wenrui Hao Lu Cheng 21 0 0 01 Apr 2025
SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers Yanzheng Xiang Hanqi Yan Shuyin Ouyang Lin Gui Yulan He 51 1 0 31 Mar 2025
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval Sangam Lee Ryang Heo SeongKu Kang Dongha Lee RALM 46 0 0 29 Mar 2025
MHTS: Multi-Hop Tree Structure Framework for Generating Difficulty-Controllable QA Datasets for RAG Evaluation Jeongsoo Lee Daeyong Kwon Kyohoon Jin Junnyeong Jeong Minwoo Sim Minwoo Kim 29 0 0 29 Mar 2025
A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support Yichun Feng Jiawei Wang Ruikun He Lu Zhou Yixue Li RALM 47 1 0 29 Mar 2025
Retrieval-Augmented Generation with Hierarchical Knowledge Haoyu Huang Yongfeng Huang Junjie Yang Zhenyu Pan Yongqiang Chen Kaili Ma Hongzhi Chen James Cheng 45 0 0 13 Mar 2025
In-depth Analysis of Graph-based RAG in a Unified Framework Yingli Zhou Yaodong Su Youran Sun Shu Wang Taotao Wang ... Yongwei Zhang Sicong Liang Xilin Liu Yuchi Ma Yixiang Fang 42 0 0 06 Mar 2025
Optimizing open-domain question answering with graph-based retrieval augmented generation Joyce Cahoon Prerna Singh Nick Litombe Jonathan Larson Ha Trinh Yiwen Zhu A. Mueller Fotis Psallidas Carlo Curino 29 0 0 04 Mar 2025
SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph Teng Lin Yizhang Zhu Yuyu Luo Nan Tang RALM 3DV 44 0 0 03 Mar 2025
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation Haris Riaz Ellen Riloff Mihai Surdeanu RALM 49 0 0 25 Feb 2025
OmniQuery: Contextually Augmenting Captured Multimodal Memory to Enable Personal Question Answering Jiahao Nick Li Zhuohao Jerry Zhang Zhang 51 1 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 83 1 0 21 Feb 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 138 330 0 20 Feb 2025
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering Sichu Liang Linhai Zhang Hongyu Zhu Wenwen Wang Yulan He Deyu Zhou RALM 44 0 0 19 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation Hao Liu Zhengren Wang Xi Chen Z. Li Feiyu Xiong Qinhan Yu W. Zhang LRM 49 3 0 18 Feb 2025
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification Yubo Wang Haoyang Li Fei Teng Lei Chen 91 1 0 17 Feb 2025
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches Adithya Pratapa Teruko Mitamura 94 1 0 10 Feb 2025
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot Xuejiao Zhao Siyan Liu Su-Yin Yang C. Miao 118 4 0 06 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 66 7 0 21 Jan 2025
PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization Yun Luo Yingjie Li Xiangkun Hu Qinglin Qi Fang Guo Qipeng Guo Zheng Zhang Yue Zhang 62 0 0 17 Dec 2024
R-Bot: An LLM-based Query Rewrite System Zhaoyan Sun Xuanhe Zhou Guoliang Li 70 4 0 02 Dec 2024
SayComply: Grounding Field Robotic Tasks in Operational Compliance through Retrieval-Based Language Models M. Ginting Dong-Ki Kim Sung-Kyun Kim Bandi Jai Krishna Mykel J. Kochenderfer Shayegan Omidshafiei Ali-akbar Agha-mohammadi LM&Ro 66 0 0 18 Nov 2024
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation Z. Wang Haitao Yuan Wei Dong Gao Cong Feifei Li 3DV 41 1 0 01 Nov 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 30 4 0 17 Oct 2024
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation Xinping Zhao Dongfang Li Yan Zhong Boren Hu Yibin Chen Baotian Hu Min Zhang 21 1 0 15 Oct 2024
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer Haotian Tang Yecheng Wu Shang Yang Enze Xie Junsong Chen Junyu Chen Zhuoyang Zhang Han Cai Y. Lu Song Han 61 32 0 14 Oct 2024
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism Yimin Tang Yurong Xu Ning Yan Masood S. Mortazavi RALM LRM 26 0 0 11 Oct 2024
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA Xinyu Wang Yanzheng Xiang Lin Gui Yulan He 16 2 0 07 Oct 2024
Accelerating Inference of Networks in the Frequency Domain Chenqiu Zhao Guanfang Dong Anup Basu 35 10 0 06 Oct 2024
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation Tobias Leemann Periklis Petridis G. Vietri Dionysis Manousakas Aaron Roth Sergul Aydore 45 0 0 04 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 2 0 03 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision Thang Nguyen Peter Chin Yu-Wing Tai RALM 34 4 0 03 Oct 2024
Recursive Abstractive Processing for Retrieval in Dynamic Datasets Charbel Chucri Rami Azouz Joachim Ott 45 0 0 02 Oct 2024
Enhancing Retrieval in QA Systems with Derived Feature Association Keyush Shah Abhishek Goyal Isaac Wasserman RALM 13 0 0 02 Oct 2024
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation B. Rappazzo Yingheng Wang Aaron Ferber Carla P. Gomes VLM 18 0 0 23 Sep 2024