REPLUG: Retrieval-Augmented Black-Box Language Models

30 January 2023

Weijia Shi

Luke Zettlemoyer

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

50 / 462 papers shown

Title
What Evidence Do Language Models Find Convincing? Alexander Wan Eric Wallace Dan Klein 203 28 0 19 Feb 2024
Metacognitive Retrieval-Augmented Large Language Models Yujia Zhou Zheng Liu Jiajie Jin Jian-yun Nie Zhicheng Dou RALM KELM AIFin LRM 32 16 0 18 Feb 2024
When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation Shiyu Ni Keping Bi J. Guo Xueqi Cheng RALM 32 32 0 18 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 16 0 16 Feb 2024
In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss Yuri Kuratov Aydar Bulatov Petr Anokhin Dmitry Sorokin Artyom Sorokin Andrey Kravchenko RALM 119 33 0 16 Feb 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 72 29 0 16 Feb 2024
An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration Yihao Li Ru Zhang Jianyi Liu LRM 63 16 0 07 Feb 2024
Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Vidhisha Balachandran Yulia Tsvetkov 29 78 0 01 Feb 2024
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models Yuanjie Lyu Zhiyu Li Simin Niu Zhiyu Li Bo Tang Wenjin Wang Hao Wu Huan Liu Tong Xu Enhong Chen RALM 44 32 0 30 Jan 2024
Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens Jiacheng Liu Sewon Min Luke Zettlemoyer Yejin Choi Hannaneh Hajishirzi 51 50 0 30 Jan 2024
Benchmarking Large Language Models in Complex Question Answering Attribution using Knowledge Graphs Nan Hu Jiaoyan Chen Yike Wu Guilin Qi Sheng Bi Tongtong Wu Jeff Z. Pan HILM 39 8 0 26 Jan 2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation Zhihao Zhang Alan Zhu Lijie Yang Yihua Xu Lanting Li P. Phothilimthana Zhihao Jia RALM KELM 51 16 0 25 Jan 2024
C2Ideas: Supporting Creative Interior Color Design Ideation with Large Language Model Yihan Hou Manling Yang Hao Cui Lei Wang Jie Xu Wei Zeng 3DV LRM 37 24 0 23 Jan 2024
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? Hexiang Tan Fei Sun Wanli Yang Yuanzhuo Wang Qi Cao Xueqi Cheng 33 13 0 22 Jan 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG Zihan Liu Ming-Yu Liu Rajarshi Roy Peng Xu Chankyu Lee M. Shoeybi Bryan Catanzaro ALM RALM AI4MH 18 39 0 18 Jan 2024
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims Fengzhu Zeng Wei Gao 41 15 0 16 Jan 2024
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Hervé Jégou 35 147 0 16 Jan 2024
Bridging the Preference Gap between Retrievers and LLMs Zixuan Ke Weize Kong Cheng-rong Li Mingyang Zhang Qiaozhu Mei Michael Bendersky RALM 28 29 0 13 Jan 2024
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs Changrong Xiao Wenxing Ma Qingping Song Sean Xin Xu Kunpeng Zhang Yufang Wang Qi Fu AI4Ed 29 16 0 12 Jan 2024
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining Jacob P. Portes Alex Trott Sam Havens Daniel King Abhinav Venigalla Moin Nadeem Nikhil Sardana D. Khudia Jonathan Frankle 26 16 0 29 Dec 2023
Retrieval-augmented Multilingual Knowledge Editing Weixuan Wang Barry Haddow Alexandra Birch KELM 27 9 0 20 Dec 2023
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models Xiaoxi Li Yujia Zhou Zhicheng Dou RALM 27 11 0 18 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 61 1,530 1 18 Dec 2023
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 52 7 0 17 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 41 9 0 14 Dec 2023
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Yuan Sui Jiaru Zou Mengyu Zhou Xinyi He Lun Du Shi Han Dongmei Zhang LRM LMTD 21 23 0 14 Dec 2023
High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models Songchi Zhou Sheng Yu 26 0 0 13 Dec 2023
Alignment for Honesty Yuqing Yang Ethan Chern Xipeng Qiu Graham Neubig Pengfei Liu 44 30 0 12 Dec 2023
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research Jakub Lála Odhran O'Donoghue Aleksandar Shtedritski Sam Cox Samuel G. Rodriques Andrew D. White RALM 82 76 0 08 Dec 2023
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System Haotian Wang Xiyuan Du Weijiang Yu Qianglong Chen Kun Zhu Zheng Chu Lian Yan Yi Guan 32 10 0 08 Dec 2023
Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation Chunjing Gan Dan Yang Binbin Hu Ziqi Liu Yue Shen Qing Cui Jinjie Gu Jun Zhou Guannan Zhang 37 5 0 08 Dec 2023
Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models Bingshuai Liu Chenyang Lyu Zijun Min Zhanyu Wang Jinsong Su Longyue Wang LRM 39 7 0 04 Dec 2023
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding Sicong Leng Hang Zhang Guanzheng Chen Xin Li Shijian Lu Chunyan Miao Li Bing VLM MLLM 95 198 0 28 Nov 2023
Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective Lukas Wutschitz Boris Köpf Andrew J. Paverd Saravan Rajmohan Ahmed Salem Shruti Tople Santiago Zanella Béguelin Menglin Xia Victor Rühle 46 13 0 27 Nov 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions S. Cao Jiajie Zhang Jiaxin Shi Xin Lv Zijun Yao Qingwen Tian Juanzi Li Lei Hou LRM 29 14 0 23 Nov 2023
ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science Sai Munikoti Anurag Acharya S. Wagle Sameera Horawalavithana RALM 46 7 0 21 Nov 2023
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning Quanyu Long Wenya Wang Sinno Jialin Pan 36 13 0 20 Nov 2023
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation Xi Ye Ruoxi Sun Sercan Ö. Arik Tomas Pfister HILM 34 25 0 16 Nov 2023
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
How Well Do Large Language Models Truly Ground? Hyunji Lee Se June Joo Chaeeun Kim Joel Jang Doyoung Kim Kyoung-Woon On Minjoon Seo HILM 33 6 0 15 Nov 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 108 10 0 11 Nov 2023
Language Models can be Logical Solvers Jiazhan Feng Ruochen Xu Junheng Hao Hiteshi Sharma Yelong Shen Dongyan Zhao Weizhu Chen ReLM LRM ELM 53 23 0 10 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 23 37 0 10 Nov 2023
Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion Jinheon Baek N. Chandrasekaran Silviu Cucerzan Allen Herring S. Jauhar RALM KELM 29 38 0 10 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Frobe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 37 11 0 08 Nov 2023
Hint-enhanced In-Context Learning wakes Large Language Models up for knowledge-intensive tasks Yifan Wang Qingyan Guo Xinzhe Ni Chufan Shi Lemao Liu Haiyun Jiang Yujiu Yang ReLM RALM 25 8 0 03 Nov 2023
Instruction Distillation Makes Large Language Models Efficient Zero-shot Rankers Weiwei Sun Zheng Chen Xinyu Ma Lingyong Yan Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Zhaochun Ren ALM 37 19 0 02 Nov 2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Mayank Kothyari Dhruva Dhingra Sunita Sarawagi Soumen Chakrabarti 40 14 0 02 Nov 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 57 7 0 01 Nov 2023
ChipNeMo: Domain-Adapted LLMs for Chip Design Mingjie Liu Teodor-Dumitru Ene Robert M. Kirby Chris Cheng N. Pinckney ... Pratik P Suthar Varun Tej Walker J. Turner Kaizhe Xu Haoxin Ren 53 142 0 31 Oct 2023