REPLUG: Retrieval-Augmented Black-Box Language Models

30 January 2023

Weijia Shi

Luke Zettlemoyer

Papers citing "REPLUG: Retrieval-Augmented Black-Box Language Models"

50 / 457 papers shown

Title
ALR $^2$ : A Retrieve-then-Reason Framework for Long-context Question Answering Huayang Li Pat Verga Priyanka Sen Bowen Yang Vijay Viswanathan Patrick Lewis Taro Watanabe Yixuan Su RALM LRM 40 6 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
Reward-RAG: Enhancing RAG with Reward Driven Supervision Thang Nguyen Peter Chin Yu-Wing Tai RALM 32 4 0 03 Oct 2024
How Much Can RAG Help the Reasoning of LLM? Jingyu Liu Jiaen Lin Yong Liu LRM 18 9 0 03 Oct 2024
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks Xingxuan Li Weiwen Xu Ruochen Zhao Fangkai Jiao Shafiq R. Joty Lidong Bing LRM 41 8 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
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain Kaisi Guan Qian Cao Yuchong Sun Xiting Wang Ruihua Song 28 1 0 30 Sep 2024
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems Xuyang Wu Shuowei Li Hsin-Tai Wu Zhiqiang Tao Yi Fang 87 8 0 29 Sep 2024
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework Lu Chen Ruqing Zhang Jiafeng Guo Yixing Fan Xueqi Cheng 21 2 0 24 Sep 2024
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval Jiatao Li Xinyu Hu Xiaojun Wan 19 1 0 21 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 83 1 0 20 Sep 2024
RAG-Modulo: Solving Sequential Tasks using Experience, Critics, and Language Models Abhinav Jain Chris Jermaine Vaibhav Unhelkar KELM LLMAG 21 1 0 18 Sep 2024
Knowledge Adaptation Network for Few-Shot Class-Incremental Learning Ye Wang Yaxiong Wang Guoshuai Zhao Xueming Qian CLL 24 1 0 18 Sep 2024
Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering Qingru Zhang Xiaodong Yu Chandan Singh Xiaodong Liu Liyuan Liu Jianfeng Gao Tuo Zhao Dan Roth Hao Cheng RALM 32 5 0 16 Sep 2024
Trustworthiness in Retrieval-Augmented Generation Systems: A Survey Yujia Zhou Yan Liu Xiaoxi Li Jiajie Jin Hongjin Qian Zheng Liu Chaozhuo Li Zhicheng Dou Tsung-Yi Ho Philip S. Yu 3DV RALM 47 22 0 16 Sep 2024
SFR-RAG: Towards Contextually Faithful LLMs Xuan-Phi Nguyen Shrey Pandit Senthil Purushwalkam Austin Xu Hailin Chen Yifei Ming Zixuan Ke Silvio Savarese Caiming Xong Shafiq Joty RALM 83 7 0 16 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 58 23 0 10 Sep 2024
Towards Building a Robust Knowledge Intensive Question Answering Model with Large Language Models Xingyun Hong Yan Shao Zhilin Wang Manni Duan Jin Xiongnan 26 0 0 09 Sep 2024
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance Guanyu Lin Tao Feng Pengrui Han Ge Liu Jiaxuan You 18 2 0 06 Sep 2024
RAG based Question-Answering for Contextual Response Prediction System Sriram Veturi Saurabh Vaichal Reshma Lal Jagadheesh Nafis Irtiza Tripto Nian Yan RALM 28 5 0 05 Sep 2024
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering Yeonjun In Sungchul Kim Ryan A. Rossi Md Mehrab Tanjim Tong Yu Ritwik Sinha Chanyoung Park 28 0 0 04 Sep 2024
Squid: Long Context as a New Modality for Energy-Efficient On-Device Language Models Wei Chen Zhiyuan Li Shuo Xin Yihao Wang 21 4 0 28 Aug 2024
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression Haowen Hou Fei Ma Binwen Bai Xinxin Zhu Fei Yu 18 0 0 28 Aug 2024
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy Priyanka Mandikal RALM VLM 40 0 0 21 Aug 2024
Xinyu: An Efficient LLM-based System for Commentary Generation Yiquan Wu Bo Tang Chenyang Xi Yu Yu Pengyu Wang ... Peng Cheng Zhonghao Wang Yi Wang Yi Luo Mingchuan Yang 35 1 0 21 Aug 2024
Reading with Intent Benjamin Z. Reichman Kartik Talamadupula Toshish Jawale Larry Heck RALM 35 0 0 20 Aug 2024
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering Xiaoming Zhang Ming Wang Xiaocui Yang Daling Wang Shi Feng Yifei Zhang RALM 22 5 0 20 Aug 2024
Agentic Retrieval-Augmented Generation for Time Series Analysis Chidaksh Ravuru Sagar Srinivas Sakhinana Venkataramana Runkana AI4TS 18 5 0 18 Aug 2024
VERA: Validation and Evaluation of Retrieval-Augmented Systems Tianyu Ding Adi Banerjee Laurent Mombaerts Yunhong Li Tarik Borogovac Juan Pablo De la Cruz Weinstein 21 2 0 16 Aug 2024
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering Jinming Nian Zhiyuan Peng Qifan Wang Yi Fang RALM 70 2 0 15 Aug 2024
ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model Xuanqing Yu Wangtao Sun Jingwei Li Kang Liu Chengbao Liu Jie Tan OffRL AI4TS 18 3 0 14 Aug 2024
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs Weijian Xie Xuefeng Liang Yuhui Liu Kaihua Ni Hong Cheng Zetian Hu 3DV RALM 34 3 0 14 Aug 2024
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs Kexin Ma Ruochun Jin Xi Wang Huan Chen Jing Ren Yuhua Tang 23 0 0 10 Aug 2024
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning Seong-Il Park Seung-Woo Choi Na-Hyun Kim Jay-Yoon Lee RALM AIFin LRM 30 3 0 08 Aug 2024
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering Ziyuan Zhuang Zhiyang Zhang Sitao Cheng Fangkai Yang Jia Liu Shujian Huang Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang RALM 32 6 0 08 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 44 0 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
Entity Retrieval for Answering Entity-Centric Questions Hassan S. Shavarani Anoop Sarkar RALM 24 2 0 05 Aug 2024
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks Yunfan Gao Yun Xiong Meng Wang Haofen Wang 31 17 0 26 Jul 2024
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation Eric Yang Jonathan Amar Jong Ha Lee Bhawesh Kumar Yugang Jia 20 0 0 25 Jul 2024
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach Zhuowan Li Cheng-rong Li Mingyang Zhang Qiaozhu Mei Michael Bendersky 3DV RALM 44 33 0 23 Jul 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models Ioana Buhnila Aman Sinha Mathieu Constant LM&MA 19 1 0 23 Jul 2024
Relational Database Augmented Large Language Model Zongyue Qin Chen Luo Zhengyang Wang Haoming Jiang Yizhou Sun KELM 27 2 0 21 Jul 2024
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation Liwen Sun James Zhao Megan Han Chenyan Xiong MedIm 40 7 0 21 Jul 2024
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach Zhouyu Jiang Mengshu Sun Lei Liang Zhiqiang Zhang RALM 60 10 0 18 Jul 2024
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark Tsung-Han Wu Giscard Biamby Jerome Quenum Ritwik Gupta Joseph E. Gonzalez Trevor Darrell David M. Chan VLM 35 0 0 18 Jul 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan C. Xue 3DV RALM 27 26 0 18 Jul 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
On Mitigating Code LLM Hallucinations with API Documentation Nihal Jain Robert Kwiatkowski Baishakhi Ray M. K. Ramanathan Varun Kumar 33 7 0 13 Jul 2024
Mitigating Entity-Level Hallucination in Large Language Models Weihang Su Yichen Tang Qingyao Ai Changyue Wang Zhijing Wu Yiqun Liu HILM 19 5 0 12 Jul 2024