RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback

11 March 2024

Papers citing "RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback"

27 / 27 papers shown

Title
Enhancing Coreference Resolution with Pretrained Language Models: Bridging the Gap Between Syntax and Semantics Xingzu Liu Songhang deng Mingbang Wang Zhang Dong Le Dai Jiyuan Li Ruilin Nong 36 0 0 08 Apr 2025
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration Ran Xu W. Shi Yuchen Zhuang Yue Yu Joyce C. Ho Haoyu Wang Carl Yang 26 1 0 07 Apr 2025
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization Di Wu Jia-Chen Gu Kai-Wei Chang Nanyun Peng 34 0 0 01 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
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation Jinyuan Fang Zaiqiao Meng Craig Macdonald RALM 55 1 0 25 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 105 4 0 12 Feb 2025
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection Yan Weng Fengbin Zhu Tong Ye Haoyan Liu Fuli Feng Tat-Seng Chua RALM 103 1 0 10 Feb 2025
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge Jie He Nan Hu Wanqiu Long Jiaoyan Chen Jeff Z. Pan ELM LRM 99 6 0 22 Dec 2024
SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Yaqi Wang Haipei Xu LLMAG 74 0 0 21 Nov 2024
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective Shenglai Zeng Jiankun Zhang Bingheng Li Yuping Lin Tianqi Zheng ... Hui Liu Hui Liu Yue Xing Monica Xiao Cheng Jiliang Tang RALM 71 3 0 21 Nov 2024
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation Zihan Wang Haitao Yuan Wei Dong Gao Cong Feifei Li 3DV 47 35 0 01 Nov 2024
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems Ishneet Sukhvinder Singh Ritvik Aggarwal Ibrahim Allahverdiyev Muhammad Taha Aslihan Akalin Kevin Zhu Sean O'Brien 35 8 0 25 Oct 2024
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity Jintao Liu Ruixue Ding Linhao Zhang Pengjun Xie Fie Huang 33 3 0 16 Oct 2024
Defining Knowledge: Bridging Epistemology and Large Language Models Constanza Fierro Ruchira Dhar Filippos Stamatiou Nicolas Garneau Anders Søgaard KELM 28 4 0 03 Oct 2024
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework Lu Chen Ruqing Zhang Jiafeng Guo Yixing Fan Xueqi Cheng 29 3 0 24 Sep 2024
BioRAG: A RAG-LLM Framework for Biological Question Reasoning Chengrui Wang Qingqing Long Meng Xiao Xunxin Cai Chengjun Wu Xuezhi Wang Yuanchun Zhou Yuanchun Zhou 52 26 0 02 Aug 2024
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications Cui Long Yongbin Liu Chunping Ouyang Ying Yu 34 4 0 24 Jul 2024
Teola: Towards End-to-End Optimization of LLM-based Applications Xin Tan Yimin Jiang Yitao Yang Hong-Yu Xu 73 5 0 29 Jun 2024
Unified Active Retrieval for Retrieval Augmented Generation Qinyuan Cheng Xiaonan Li Shimin Li Qin Zhu Zhangyue Yin Yunfan Shao Linyang Li Tianxiang Sun Hang Yan Xipeng Qiu 38 0 0 18 Jun 2024
Tool-Planner: Task Planning with Clusters across Multiple Tools Yanming Liu Xinyue Peng Jiannan Cao Jiannan Cao Xuhong Zhang Sheng Cheng Xun Wang Xun Wang Jianwei Yin Tianyu Du LLMAG 37 3 0 06 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 41 6 0 29 May 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 51 5 0 17 Mar 2024
Corrective Retrieval Augmented Generation Shi-Qi Yan Jia-Chen Gu Yun Zhu Zhen-Hua Ling RALM 149 72 0 29 Jan 2024
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models W. Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 70 102 0 15 Nov 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 171 638 0 17 Oct 2023
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 333 11,953 0 04 Mar 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 250 677 0 06 Jan 2021