Improving Language Models via Plug-and-Play Retrieval Feedback

23 May 2023

Papers citing "Improving Language Models via Plug-and-Play Retrieval Feedback"

50 / 66 papers shown

Title
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 76 2 0 05 May 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
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 76 3 0 11 Mar 2025
Vision Search Assistant: Empower Vision-Language Models as Multimodal Search Engines Zhixin Zhang Yiyuan Zhang Xiaohan Ding Xiangyu Yue 26 4 0 28 Oct 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 33 3 0 19 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 43 3 0 10 Oct 2024
LLMs Can Check Their Own Results to Mitigate Hallucinations in Traffic Understanding Tasks Malsha Ashani Mahawatta Dona Beatriz Cabrero-Daniel Yinan Yu Christian Berger 46 1 0 19 Sep 2024
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering Haowei Du Dongyan Zhao KELM 30 0 0 23 Aug 2024
Entity Retrieval for Answering Entity-Centric Questions Hassan S. Shavarani Anoop Sarkar RALM 33 2 0 05 Aug 2024
Addressing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval Youngsun Lim Hyunjung Shim DiffM HILM MQ 48 3 0 15 Jul 2024
DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation Taeho Hwang Soyeong Jeong Sukmin Cho SeungYoon Han Jong C. Park RALM 43 1 0 04 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Ming-Yu Liu Zihan Liu Wei Ping Jiaxuan You Chao Zhang M. Shoeybi Bryan Catanzaro ALM RALM 39 52 0 02 Jul 2024
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 55 48 0 21 Jun 2024
An Analysis of Multilingual FActScore Kim Trong Vu Michael Krumdick Varshini Reddy Franck Dernoncourt Viet Dac Lai HILM 56 0 0 20 Jun 2024
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales Zhepei Wei Wei-Lin Chen Yu Meng RALM 71 17 0 19 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning Jiaqi Li Yixuan Tang Yi Yang 46 5 0 14 Jun 2024
Process-Driven Autoformalization in Lean 4 Jianqiao Lu Zhengying Liu Yingjia Wan Yinya Huang Haiming Wang Zhicheng YANG Jing Tang Zhijiang Guo AI4CE 45 16 0 04 Jun 2024
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs Ryo Kamoi Yusen Zhang Nan Zhang Jiawei Han Rui Zhang LRM 50 61 0 03 Jun 2024
Large Language Models Can Self-Correct with Minimal Effort Zhenyu Wu Qingkai Zeng Zhihan Zhang Zhaoxuan Tan Chao Shen Meng Jiang KELM LRM ReLM 46 10 0 23 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 44 192 0 10 May 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 60 18 0 30 Apr 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Pengnian Qi Zhiyu Li 69 8 0 25 Apr 2024
Unifying Bias and Unfairness in Information Retrieval: A Survey of Challenges and Opportunities with Large Language Models Sunhao Dai Chen Xu Shicheng Xu Liang Pang Zhenhua Dong Jun Xu 48 65 0 17 Apr 2024
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner Yuxuan Yao Han Wu Zhijiang Guo Biyan Zhou Jiahui Gao Sichun Luo Hanxu Hou Xiaojin Fu Linqi Song LLMAG LRM 45 9 0 28 Mar 2024
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction Yuren Mao Xuemei Dong Wenyi Xu Yunjun Gao Bin Wei Ying Zhang 41 9 0 21 Mar 2024
In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation Shiqi Chen Miao Xiong Junteng Liu Zhengxuan Wu Teng Xiao Siyang Gao Junxian He HILM 51 22 0 03 Mar 2024
Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models Loka Li Zhenhao Chen Guan-Hong Chen Yixuan Zhang Yusheng Su Eric P. Xing Kun Zhang LRM 44 16 0 19 Feb 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs Jiejun Tan Zhicheng Dou Yutao Zhu Peidong Guo Kun Fang Ji-Rong Wen 52 27 0 19 Feb 2024
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering Haoyu Wang Ruirui Li Haoming Jiang Jinjin Tian Zhengyang Wang Chen Luo Xianfeng Tang Monica Cheng Tuo Zhao Jing Gao RALM KELM 41 17 0 16 Feb 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 63 57 0 11 Jan 2024
LLM-Assist: Enhancing Closed-Loop Planning with Language-Based Reasoning S. P. Sharan Francesco Pittaluga G. VijayKumarB. Manmohan Chandraker LRM 36 52 0 30 Dec 2023
Measurement in the Age of LLMs: An Application to Ideological Scaling Sean O'Hagan Aaron Schein 48 10 0 14 Dec 2023
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection Hao Sun Hengyi Cai Bo Wang Yingyan Hou Xiaochi Wei Shuaiqiang Wang Yan Zhang Dawei Yin 49 9 0 14 Dec 2023
Alignment for Honesty Yuqing Yang Ethan Chern Xipeng Qiu Graham Neubig Pengfei Liu 44 31 0 12 Dec 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Chenyu You ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023
Knowledge Plugins: Enhancing Large Language Models for Domain-Specific Recommendations Jing Yao Wei Xu Jianxun Lian Xiting Wang Xiaoyuan Yi Xing Xie ALM 38 18 0 16 Nov 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models Wenhao Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 70 105 0 15 Nov 2023
Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification Haoqiang Kang Juntong Ni Huaxiu Yao HILM LRM 32 34 0 15 Nov 2023
RECALL: A Benchmark for LLMs Robustness against External Counterfactual Knowledge Yi Liu Lianzhe Huang Shicheng Li Sishuo Chen Hao Zhou Fandong Meng Jie Zhou Xu Sun RALM 64 33 0 14 Nov 2023
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue Junkai Zhou Liang Pang Huawei Shen Xueqi Cheng LRM 30 4 0 13 Nov 2023
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 26 38 0 10 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 56 744 0 09 Nov 2023
Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves Yihe Deng Weitong Zhang Zixiang Chen Quanquan Gu LRM 40 73 0 07 Nov 2023
Defining a New NLP Playground Sha Li Chi Han Pengfei Yu Carl Edwards Manling Li ... Yi R. Fung Charles Yu Joel R. Tetreault Eduard H. Hovy Heng Ji 41 5 0 31 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 29 21 0 11 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models Yile Wang Peng Li Maosong Sun Yang Liu RALM KELM 29 42 0 08 Oct 2023
Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model Reasoning Jianpeng Zhou Wanjun Zhong Yanlin Wang Jiahai Wang LRM 31 7 0 01 Oct 2023
TPE: Towards Better Compositional Reasoning over Conceptual Tools with Multi-persona Collaboration Hongru Wang Huimin Wang Lingzhi Wang Minda Hu Rui Wang Boyang Xue Hongyuan Lu Fei Mi Kam-Fai Wong LRM KELM LLMAG 38 12 0 28 Sep 2023
Chain-of-Verification Reduces Hallucination in Large Language Models S. Dhuliawala M. Komeili Jing Xu Roberta Raileanu Xian Li Asli Celikyilmaz Jason Weston LRM HILM 22 177 0 20 Sep 2023