Title
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding Shenghuan Sun Gregory M. Goldgof Alexander Schubert Zhiqing Sun Thomas Hartvigsen A. Butte Ahmed Alaa LM&MA 75 4 0 29 May 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 Liu 3DV 90 6 0 29 May 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Lin RALM BDL 238 14 0 29 May 2024
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator Junda Zhu Lingyong Yan Haibo Shi Dawei Yin Lei Sha RALM 80 8 0 28 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 103 107 0 28 May 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 306 205 0 27 May 2024
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration Sunhao Dai Weihao Liu Yuqi Zhou Liang Pang Rongju Ruan Gang Wang Zhenhua Dong Jun Xu Jirong Wen 129 12 0 26 May 2024
Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems Vishal Vivek Saley Rocktim Jyoti Das Dinesh Raghu Mausam 87 1 0 24 May 2024
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization Beitao Chen Xinyu Lyu Lianli Gao Jingkuan Song Hengtao Shen MLLM 185 12 0 24 May 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 144 47 0 23 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 165 72 0 22 May 2024
Equipping Transformer with Random-Access Reading for Long-Context Understanding Chenghao Yang Zi Yang Nan Hua 65 1 0 21 May 2024
DuetRAG: Collaborative Retrieval-Augmented Generation Dian Jiao Li Cai Jingsheng Huang Wenqiao Zhang Siliang Tang Yueting Zhuang 76 1 0 12 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 166 256 0 10 May 2024
Redefining Information Retrieval of Structured Database via Large Language Models Mingzhu Wang Yuzhe Zhang Qihang Zhao Juanyi Yang Hong Zhang RALM KELM 91 0 0 09 May 2024
APrompt4EM: Augmented Prompt Tuning for Generalized Entity Matching Yikuan Xia Jiazun Chen Xinchi Li Jun Gao VLM 118 3 0 08 May 2024
FlashBack:Efficient Retrieval-Augmented Language Modeling for Long Context Inference Runheng Liu Xingchen Xiao Heyan Huang Zewen Chi Zhijing Wu RALM KELM 83 0 0 07 May 2024
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization Yunxiao Shi Xing Zi Zijing Shi Haimin Zhang Qiang Wu Min Xu RALM 93 16 0 06 May 2024
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization Hamed Zamani Michael Bendersky 118 29 0 05 May 2024
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding Zheng Zhao Emilio Monti Jens Lehmann H. Assem 97 33 0 04 May 2024
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models Taolin Zhang Dongyang Li Qizhou Chen Chengyu Wang Longtao Huang Hui Xue Xiaofeng He Junyuan Huang RALM KELM 78 0 0 04 May 2024
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents Sneha Singhania Simon Razniewski Gerhard Weikum RALM 129 1 0 04 May 2024
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine Mingchen Li H. Kilicoglu Hualei Xu Rui Zhang LM&MA RALM 119 14 0 01 May 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 124 25 0 30 Apr 2024
Reinforcement Retrieval Leveraging Fine-grained Feedback for Fact Checking News Claims with Black-Box LLM Xuan Zhang Wei Gao LRM KELM 97 10 0 26 Apr 2024
Studying Large Language Model Behaviors Under Realistic Knowledge Conflicts Evgenii Kortukov Alexander Rubinstein Elisa Nguyen Seong Joon Oh RALM 582 5 2 24 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 210 61 0 23 Apr 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu Wang 171 98 0 22 Apr 2024
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering Jiapeng Li Runze Liu Yabo Liu Tong Zhou Mingling Li Xiang Chen LRM 91 3 0 22 Apr 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases Shirley Wu Shiyu Zhao Michihiro Yasunaga Kexin Huang Kaidi Cao Qian Huang V. Ioannidis Karthik Subbian James Zou J. Leskovec 96 20 0 19 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 117 83 0 17 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 154 51 0 17 Apr 2024
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs Jaehyung Kim Jaehyun Nam Sangwoo Mo Jongjin Park Sang-Woo Lee Minjoon Seo Jung-Woo Ha Jinwoo Shin AIFin RALM ELM 121 51 0 17 Apr 2024
Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering Yuqi Wang Boran Jiang Yi Luo Dawei He Peng Cheng Liangcai Gao LRM 37 2 0 16 Apr 2024
Memory Sharing for Large Language Model based Agents Hang Gao Yongfeng Zhang LLMAG 86 10 0 15 Apr 2024
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies Zhongrui Gui Shuyang Sun Runjia Li Jianhao Yuan Zhaochong An Karsten Roth Ameya Prabhu Philip Torr VLM CLL 76 7 0 15 Apr 2024
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models Souvik Das Lifeng Jin Linfeng Song Haitao Mi Baolin Peng Dong Yu HILM 96 2 0 14 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 117 10 0 13 Apr 2024
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models Jinheon Baek S. Jauhar Silviu Cucerzan Sung Ju Hwang AI4CE LLMAG LM&Ro 111 56 0 11 Apr 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation Ruotong Pan Boxi Cao Hongyu Lin Xianpei Han Jia Zheng Sirui Wang Xunliang Cai Le Sun 97 12 0 10 Apr 2024
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? Siye Wu Jian Xie Jiangjie Chen Tinghui Zhu Kai Zhang Yanghua Xiao KELM 101 23 0 04 Apr 2024
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts Zhuo Chen Xinyu Wang Yong Jiang Pengjun Xie Fei Huang Kewei Tu RALM 86 3 0 02 Apr 2024
BERT-Enhanced Retrieval Tool for Homework Plagiarism Detection System Jiarong Xian Jibao Yuan Peiwei Zheng Dexian Chen 63 1 0 01 Apr 2024
CPR: Retrieval Augmented Generation for Copyright Protection Aditya Golatkar Alessandro Achille Luca Zancato Yu-Xiang Wang Ashwin Swaminathan Stefano Soatto DiffM 80 17 0 27 Mar 2024
BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models Haitao Li Qingyao Ai Jia Chen Qian Dong Zhijing Wu Yiqun Liu Chong Chen Qi Tian AILaw 102 14 0 27 Mar 2024
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization Jin Peng Zhou Charles Staats Wenda Li Christian Szegedy Kilian Q. Weinberger Yuhuai Wu LRM 82 39 0 26 Mar 2024
Accelerating Radio Spectrum Regulation Workflows with Large Language Models (LLMs) Amir Ghasemi Paul Guinand 67 1 0 26 Mar 2024
Robust and Scalable Model Editing for Large Language Models Yingfa Chen Zhengyan Zhang Xu Han Chaojun Xiao Zhiyuan Liu Chen Chen Kuai Li Tao Yang Maosong Sun KELM 52 2 0 26 Mar 2024
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation Zhenrui Yue Huimin Zeng Yimeng Lu Lanyu Shang Yang Zhang Dong Wang RALM OffRL 96 22 0 22 Mar 2024
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park RALM 126 187 0 21 Mar 2024