RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

31 January 2024

Christopher D. Manning

RALM

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

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RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration Haoyu Huang Tong Niu Rui Yang Luping Shi 18 0 0 23 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 32 33 0 23 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 88 1 0 20 Sep 2024
Gaps or Hallucinations? Gazing into Machine-Generated Legal Analysis for Fine-grained Text Evaluations Abe Bohan Hou William Jurayj Nils Holzenberger Andrew Blair-Stanek Benjamin Van Durme ELM 23 0 0 16 Sep 2024
Language agents achieve superhuman synthesis of scientific knowledge Michael D. Skarlinski Sam Cox Jon M. Laurent James D. Braza Michaela M. Hinks M. Hammerling Manvitha Ponnapati Samuel G. Rodriques Andrew D. White ELM HILM ALM 23 28 0 10 Sep 2024
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation Lei Liang Mengshu Sun Zhengke Gui Zhongshu Zhu Zhouyu Jiang ... Zhiqiang Zhang Wen Zhang Huajun Chen Wenguang Chen Jun Zhou 43 11 0 10 Sep 2024
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations Yucheng Jiang Yijia Shao Dekun Ma Sina J. Semnani Monica S. Lam LLMAG 32 14 0 27 Aug 2024
A theory of understanding for artificial intelligence: composability, catalysts, and learning Zijian Zhang Sara Aronowitz Alán Aspuru-Guzik 24 0 0 16 Aug 2024
OpenEP: Open-Ended Future Event Prediction Yong Guan Hao Peng Xiaozhi Wang Lei Hou Juanzi Li 24 2 0 13 Aug 2024
ACL Ready: RAG Based Assistant for the ACL Checklist Michael Galarnyk Rutwik Routu Kosha Bheda Priyanshu Mehta Agam Shah S. Chava 26 1 0 07 Aug 2024
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering Tiezheng Guo Chen Wang Yanyi Liu Jiawei Tang Pan Li Sai Xu Qingwen Yang Xianlin Gao Zhi Li Yingyou Wen RALM 27 1 0 06 Aug 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 48 7 0 17 Jul 2024
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting Zilong Wang Zifeng Wang Long Le Huaixiu Steven Zheng Swaroop Mishra ... Anush Mattapalli Ankur Taly Jingbo Shang Chen-Yu Lee Tomas Pfister RALM 75 31 0 11 Jul 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 35 6 0 20 Jun 2024
Augmenting Query and Passage for Retrieval-Augmented Generation using LLMs for Open-Domain Question Answering Minsang Kim Cheoneum Park Seungjun Baek RALM 21 2 0 20 Jun 2024
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales Zhepei Wei Wei-Lin Chen Yu Meng RALM 53 12 0 19 Jun 2024
LightPAL: Lightweight Passage Retrieval for Open Domain Multi-Document Summarization Masafumi Enomoto Kunihiro Takeoka Kosuke Akimoto Kiril Gashteovski M. Oyamada RALM 26 1 0 18 Jun 2024
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding WeiZhi Fei Xueyan Niu Guoqing Xie Yanhua Zhang Bo Bai Lei Deng Wei Han LRM KELM RALM 23 5 0 18 Jun 2024
HIRO: Hierarchical Information Retrieval Optimization Krish Goel Mahek Chandak RALM 37 1 0 14 Jun 2024
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs Maciej Besta Aleš Kubíček Roman Niggli Robert Gerstenberger Lucas Weitzendorf ... Jürgen Müller H. Niewiadomski Marcin Chrapek Michał Podstawski Torsten Hoefler 39 15 0 07 Jun 2024
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs Zijian Li Qingyan Guo Jiawei Shao Lei Song Jiang Bian Jun Zhang Rui Wang RALM 32 11 0 03 Jun 2024
CMDBench: A Benchmark for Coarse-to-fine Multimodal Data Discovery in Compound AI Systems Yanlin Feng Sajjadur Rahman Aaron Feng Vincent Chen Eser Kandogan 38 4 0 02 Jun 2024
CtrlA: Adaptive Retrieval-Augmented Generation via Probe-Guided Control Huanshuo Liu Hao Zhang Zhijiang Guo Kuicai Dong Xiangyang Li Yi Quan Lee Cong Zhang Yong-jin Liu 3DV 31 6 0 29 May 2024
Crafting Interpretable Embeddings by Asking LLMs Questions Vinamra Benara Chandan Singh John X. Morris Richard Antonello Ion Stoica Alexander G. Huth Jianfeng Gao 19 5 0 26 May 2024
Automatically Generating Numerous Context-Driven SFT Data for LLMs across Diverse Granularity Shanghaoran Quan 27 3 0 26 May 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 58 31 0 23 May 2024
Question-Based Retrieval using Atomic Units for Enterprise RAG Vatsal Raina Mark J. F. Gales 27 7 0 20 May 2024
Multi-view Content-aware Indexing for Long Document Retrieval Kuicai Dong Derrick-Goh-Xin Deik Yi Quan Lee Hao Zhang Xiangyang Li Cong Zhang Yong-jin Liu 29 3 0 23 Apr 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 69 49 0 02 Apr 2024
Online Adaptation of Language Models with a Memory of Amortized Contexts Jihoon Tack Jaehyung Kim Eric Mitchell Jinwoo Shin Yee Whye Teh Jonathan Richard Schwarz KELM 40 18 0 07 Mar 2024
Hierarchical Indexing for Retrieval-Augmented Opinion Summarization Tom Hosking Hao Tang Mirella Lapata 18 2 0 01 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 110 220 0 29 Feb 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Yunyi Zhang Ruozhen Yang Xueqiang Xu Rui Li Jinfeng Xiao Jiaming Shen Jiawei Han 35 10 0 29 Feb 2024
Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions Liyan Xu JiangNan Li Mo Yu Jie Zhou 30 3 0 21 Feb 2024
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses Xinke Jiang Ruizhe Zhang Yongxin Xu Rihong Qiu Yue Fang ... Jinyi Tang Hongxin Ding Xu Chu Junfeng Zhao Yasha Wang RALM 17 20 0 26 Dec 2023
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 52 1,499 1 18 Dec 2023
Dense X Retrieval: What Retrieval Granularity Should We Use? Tong Chen Hongwei Wang Sihao Chen Wenhao Yu Kaixin Ma Xinran Zhao Hongming Zhang Dong Yu 15 29 0 11 Dec 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 227 2,989 0 22 Mar 2023
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 192 60 0 04 Oct 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 221 321 0 21 Sep 2022
Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization Shiyue Zhang David Wan Mohit Bansal HILM 45 27 0 08 Sep 2022
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization Shuyang Cao Lu Wang 64 36 0 21 Mar 2022
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 180 251 0 08 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 404 2,576 0 03 Sep 2019