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REPLUG: Retrieval-Augmented Black-Box Language Models
v1v2v3v4 (latest)

REPLUG: Retrieval-Augmented Black-Box Language Models

North American Chapter of the Association for Computational Linguistics (NAACL), 2023
30 January 2023
Weijia Shi
Sewon Min
Michihiro Yasunaga
Minjoon Seo
Rich James
M. Lewis
Luke Zettlemoyer
Anuj Kumar
    RALMVLMKELM
ArXiv (abs)PDFHTML

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

50 / 592 papers shown
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized
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Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance
Guanyu Lin
Tao Feng
Pengrui Han
Ge Liu
Jiaxuan You
201
4
0
06 Sep 2024
RAG based Question-Answering for Contextual Response Prediction System
RAG based Question-Answering for Contextual Response Prediction System
Sriram Veturi
Saurabh Vaichal
Reshma Lal Jagadheesh
Nafis Irtiza Tripto
Nian Yan
RALM
203
17
0
05 Sep 2024
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question AnsweringNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Yeonjun In
Sungchul Kim
Ryan Rossi
Md Mehrab Tanjim
Tong Yu
Ritwik Sinha
Chanyoung Park
292
7
0
04 Sep 2024
Squid: Long Context as a New Modality for Energy-Efficient On-Device
  Language Models
Squid: Long Context as a New Modality for Energy-Efficient On-Device Language Models
Wei Chen
Zhiyuan Li
Shuo Xin
Yihao Wang
272
6
0
28 Aug 2024
Enhancing and Accelerating Large Language Models via Instruction-Aware
  Contextual Compression
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression
Haowen Hou
Fei Ma
Binwen Bai
Xinxin Zhu
Fei Yu
200
3
0
28 Aug 2024
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for
  Ancient Indian Philosophy
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian Philosophy
Priyanka Mandikal
RALMVLM
211
1
0
21 Aug 2024
Xinyu: An Efficient LLM-based System for Commentary Generation
Xinyu: An Efficient LLM-based System for Commentary GenerationKnowledge Discovery and Data Mining (KDD), 2024
Yiquan Wu
Bo Tang
Chunyu Li
Yu Yu
Pengyu Wang
...
Peng Cheng
Zhonghao Wang
Yi Wang
Yi Luo
Junchi Yan
241
5
0
21 Aug 2024
Hierarchical Retrieval-Augmented Generation Model with Rethink for
  Multi-hop Question Answering
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
268
11
0
20 Aug 2024
Emotional RAG LLMs: Reading Comprehension for the Open Internet
Emotional RAG LLMs: Reading Comprehension for the Open Internet
Benjamin Z. Reichman
Adar Avsian
Kartik Talamadupula
Toshish Jawale
Larry Heck
RALM
207
1
0
20 Aug 2024
Agentic Retrieval-Augmented Generation for Time Series Analysis
Agentic Retrieval-Augmented Generation for Time Series Analysis
Chidaksh Ravuru
Sagar Srinivas Sakhinana
Venkataramana Runkana
AI4TS
212
20
0
18 Aug 2024
VERA: Validation and Evaluation of Retrieval-Augmented Systems
VERA: Validation and Evaluation of Retrieval-Augmented Systems
Tianyu Ding
Adi Banerjee
Laurent Mombaerts
Yunhong Li
Tarik Borogovac
Juan Pablo De la Cruz Weinstein
213
3
0
16 Aug 2024
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question AnsweringInternational Conference on the Theory of Information Retrieval (ICTIR), 2024
Jinming Nian
Zhiyuan Peng
Qifan Wang
Yi Fang
RALM
357
8
0
15 Aug 2024
ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction
  Based on Large Language Model
ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Xuanqing Yu
Wangtao Sun
Jingwei Li
Kang Liu
Chengbao Liu
Jie Tan
OffRLAI4TS
246
8
0
14 Aug 2024
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation
  Integrating Web Search and Knowledge Graphs
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
3DVRALM
306
8
0
14 Aug 2024
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing
  Precision of RALMs
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Kexin Ma
Ruochun Jin
Xi Wang
Huan Chen
Jing Ren
Yuhua Tang
101
1
0
10 Aug 2024
Enhancing Robustness of Retrieval-Augmented Language Models with
  In-Context Learning
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning
Seong-Il Park
Seung-Woo Choi
Na-Hyun Kim
Jay-Yoon Lee
RALMAIFinLRM
251
5
0
08 Aug 2024
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
EfficientRAG: Efficient Retriever for Multi-Hop Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Ziyuan Zhuang
Zhiyang Zhang
Sitao Cheng
Fangkai Yang
Jia Liu
Xin Huang
Qingwei Lin
Saravan Rajmohan
Dongmei Zhang
Qi Zhang
RALM
238
23
0
08 Aug 2024
MaxMind: A Memory Loop Network to Enhance Software Productivity based on
  Large Language Models
MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models
Yuchen Dong
Xiaoxiang Fang
Yuchen Hu
Renshuang Jiang
Zhe Jiang
232
0
0
07 Aug 2024
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large
  Language Model-Based Question Answering
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
288
3
0
06 Aug 2024
Entity Retrieval for Answering Entity-Centric Questions
Entity Retrieval for Answering Entity-Centric Questions
Hassan S. Shavarani
Anoop Sarkar
RALM
182
8
0
05 Aug 2024
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable
  Frameworks
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks
Yunfan Gao
Yun Xiong
Meng Wang
Haofen Wang
334
45
0
26 Jul 2024
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA
Eric Yang
Jonathan Amar
Jong Ha Lee
Bhawesh Kumar
Yugang Jia
152
4
0
25 Jul 2024
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive
  Study and Hybrid Approach
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
Zhuowan Li
Cheng-rong Li
Mingyang Zhang
Qiaozhu Mei
Michael Bendersky
3DVRALM
250
96
0
23 Jul 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases
  Generation with Small Language Models
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models
Ioana Buhnila
Aman Sinha
Mathieu Constant
LM&MA
182
3
0
23 Jul 2024
Relational Database Augmented Large Language Model
Relational Database Augmented Large Language Model
Zongyue Qin
Chen Luo
Zhengyang Wang
Haoming Jiang
Yizhou Sun
KELM
247
2
0
21 Jul 2024
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation
Liwen Sun
James Zhao
Megan Han
Chenyan Xiong
MedIm
416
23
0
21 Jul 2024
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
Zhouyu Jiang
Mengshu Sun
Lei Liang
Qing Cui
RALM
409
38
0
18 Jul 2024
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
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
285
0
0
18 Jul 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey
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
Chun Jason Xue
3DVRALM
455
91
0
18 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
To Eun Kim
Alireza Salemi
Andrew Drozdov
Fernando Diaz
Hamed Zamani
367
10
0
17 Jul 2024
On Mitigating Code LLM Hallucinations with API Documentation
On Mitigating Code LLM Hallucinations with API Documentation
Nihal Jain
Robert Kwiatkowski
Baishakhi Ray
M. K. Ramanathan
Varun Kumar
267
22
0
13 Jul 2024
Mitigating Entity-Level Hallucination in Large Language Models
Mitigating Entity-Level Hallucination in Large Language Models
Weihang Su
Yichen Tang
Jiaxin Mao
Changyue Wang
Zhijing Wu
Yiqun Liu
HILM
241
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12 Jul 2024
Retrieved In-Context Principles from Previous Mistakes
Retrieved In-Context Principles from Previous Mistakes
Hao Sun
Yong Jiang
Bo Wang
Yingyan Hou
Yan Zhang
Pengjun Xie
Fei Huang
281
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0
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DSLR: Document Refinement with Sentence-Level Re-ranking and
  Reconstruction to Enhance Retrieval-Augmented Generation
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
379
3
0
04 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in
  LLMs
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Yue Yu
Ming-Yu Liu
Zihan Liu
Wei Ping
Jiaxuan You
Chao Zhang
Mohammad Shoeybi
Bryan Catanzaro
ALMRALM
369
164
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Searching for Best Practices in Retrieval-Augmented Generation
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Zhenghua Wang
Xuan Gao
Feiran Zhang
Yixin Wu
...
Qi Qian
Ruicheng Yin
Changze Lv
Xiaoqing Zheng
Xuanjing Huang
311
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From RAG to RICHES: Retrieval Interlaced with Sequence Generation
From RAG to RICHES: Retrieval Interlaced with Sequence Generation
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Livio Baldini Soares
Tom Kwiatkowski
VLM
193
6
0
29 Jun 2024
Seeing Is Believing: Black-Box Membership Inference Attacks Against
  Retrieval Augmented Generation
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Yongqian Li
Gaoyang Liu
Yang Yang
Chen Wang
AAML
278
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SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented
  Generation
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation
Zijun Yao
Weijian Qi
Liangming Pan
S. Cao
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Weichuan Liu
Lei Hou
Juanzi Li
RALM
160
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27 Jun 2024
Learning Retrieval Augmentation for Personalized Dialogue Generation
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Qiushi Huang
Shuai Fu
Xubo Liu
Wenwu Wang
Tom Ko
Yu Zhang
Lilian H. Y. Tang
RALM
273
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Lifelong Robot Library Learning: Bootstrapping Composable and
  Generalizable Skills for Embodied Control with Language Models
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Georgios Tziafas
Hamidreza Kasaei
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317
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Learning to Correct for QA Reasoning with Black-box LLMs
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248
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Understand What LLM Needs: Dual Preference Alignment for
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Guanting Dong
Yutao Zhu
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RALM
293
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Evaluating Copyright Takedown Methods for Language Models
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Assessing "Implicit" Retrieval Robustness of Large Language Models
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Leave No Document Behind: Benchmarking Long-Context LLMs with Extended
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254
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Entropy-Based Decoding for Retrieval-Augmented Large Language Models
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Found in the Middle: Calibrating Positional Attention Bias Improves Long
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