Title
CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion Jiayi Yao Hanchen Li Yuhan Liu Siddhant Ray Yihua Cheng Qizheng Zhang Kuntai Du Shan Lu Junchen Jiang 125 24 0 26 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
Evaluation of Retrieval-Augmented Generation: A Survey Hao Yu Aoran Gan Kai Zhang Shiwei Tong Qi Liu Zhaofeng Liu 3DV 138 100 0 13 May 2024
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Samuel Schmidgall Rojin Ziaei Carl Harris Eduardo Reis Jeffrey Jopling Michael Moor 228 55 0 13 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
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 117 43 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
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents Sneha Singhania Simon Razniewski Gerhard Weikum RALM 127 1 0 04 May 2024
Multi-hop Question Answering over Knowledge Graphs using Large Language Models Abir Chakraborty KELM RALM 76 6 0 30 Apr 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
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Yu Xia Rui Wang Xu Liu Mingyan Li Tong Yu Xiang Chen Julian McAuley Shuai Li LRM 122 22 0 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 206 61 0 23 Apr 2024
RAM: Towards an Ever-Improving Memory System by Learning from Communications Jiaqi Li Xiaobo Wang Wentao Ding Zihao Wang Yipeng Kang Zixia Jia Zilong Zheng 101 3 0 18 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 196 11 0 17 Apr 2024
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval Peter Baile Chen Yi Zhang Dan Roth LMTD 125 15 1 15 Apr 2024
Introducing Super RAGs in Mistral 8x7B-v1 Ayush Thakur Raghav Gupta VLM 48 2 0 13 Apr 2024
Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation Thomas Merth Qichen Fu Mohammad Rastegari Mahyar Najibi LRM RALM 102 10 0 10 Apr 2024
RAR-b: Reasoning as Retrieval Benchmark Chenghao Xiao G. Thomas Al Moubayed LRM RALM 141 12 0 09 Apr 2024
TriviaHG: A Dataset for Automatic Hint Generation from Factoid Questions Jamshid Mozafari Anubhav Jangra Adam Jatowt 83 4 1 27 Mar 2024
Towards a RAG-based Summarization Agent for the Electron-Ion Collider Karthik Suresh Neeltje Kackar Luke Schleck C. Fanelli 68 3 0 23 Mar 2024
Improving Retrieval for RAG based Question Answering Models on Financial Documents Spurthi Setty Katherine Jijo Eden Chung Natan Vidra RALM AIFin 80 24 0 23 Mar 2024
MyVLM: Personalizing VLMs for User-Specific Queries Yuval Alaluf Elad Richardson Sergey Tulyakov Kfir Aberman Daniel Cohen-Or MLLM VLM 107 23 0 21 Mar 2024
HDLdebugger: Streamlining HDL debugging with Large Language Models Xufeng Yao Haoyang Li T. H. Chan Wenyi Xiao Mingxuan Yuan Yu Huang Lei Chen Bei Yu 71 23 0 18 Mar 2024
Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations Swapnaja Achintalwar Ioana Baldini Djallel Bouneffouf Joan Byamugisha Maria Chang ... P. Sattigeri Moninder Singh S. Thwala Rosario A. Uceda-Sosa Kush R. Varshney 90 5 0 08 Mar 2024
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following Kaiyan Zhang Jianyu Wang Ermo Hua Biqing Qi Ning Ding Bowen Zhou SyDa 121 22 0 05 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 286 22 0 28 Feb 2024
Nissist: An Incident Mitigation Copilot based on Troubleshooting Guides Kaikai An Fangkai Yang Junting Lu Liqun Li Zhixing Ren ... Hua Ding Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang 75 10 0 27 Feb 2024
Citation-Enhanced Generation for LLM-based Chatbots Weitao Li Junkai Li Weizhi Ma Yang Liu 143 21 0 25 Feb 2024
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs An Liu Zonghan Yang Zhenhe Zhang Qingyuan Hu Peng Li Ming Yan Ji Zhang Fei Huang Yang Liu ALM 58 2 0 20 Feb 2024
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models Keisuke Kamahori Tian Tang Yile Gu Kan Zhu Baris Kasikci 143 24 0 10 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 246 425 0 09 Feb 2024
LitLLM: A Toolkit for Scientific Literature Review Shubham Agarwal I. Laradji Laurent Charlin Christopher Pal Krishnamurthy DJ Dvijotham Jason Stanley Laurent Charlin Christopher Pal 100 33 0 02 Feb 2024
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models Yuanjie Lyu Zhiyu Li Pengnian Qi Feiyu Xiong Simin Niu Wenjin Wang Hao Wu Huan Liu Tong Xu Enhong Chen RALM 84 40 0 30 Jan 2024
CognitiveOS: Large Multimodal Model based System to Endow Any Type of Robot with Generative AI Artem Lykov Mikhail Konenkov Koffivi Fidele Gbagbe Mikhail Litvinov D. Davletshin A. Fedoseev Miguel Altamirano Cabrera Robinroy Peter Dzmitry Tsetserukou LM&Ro 86 5 0 29 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 364 33 0 25 Jan 2024
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems Hongru Wang Wenyu Huang Yang Deng Rui Wang Zezhong Wang Yufei Wang Fei Mi Jeff Z. Pan Kam-Fai Wong RALM 114 33 0 24 Jan 2024
Large Language Model based Multi-Agents: A Survey of Progress and Challenges Taicheng Guo Preslav Nakov Yaqi Wang Ruidi Chang Shichao Pei Nitesh Chawla Olaf Wiest Xiangliang Zhang LLMAG LM&Ro AI4CE LRM 164 333 0 21 Jan 2024
Enhancing Recommendation Diversity by Re-ranking with Large Language Models Diego Carraro Derek Bridge LRM ALM 131 18 0 21 Jan 2024
WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge Wenbin Wang Liang Ding Li Shen Yong Luo Han Hu Dacheng Tao 79 12 0 12 Jan 2024
Ragas: Automated Evaluation of Retrieval Augmented Generation ES Shahul Jithin James Luis Espinosa-Anke Steven Schockaert 145 201 0 26 Sep 2023
Industry Risk Assessment via Hierarchical Financial Data Using Stock Market Sentiment Indicators Hongyin Zhu AIFin 38 4 0 05 Mar 2023
Multi-Sentence Argument Linking Seth Ebner Patrick Xia Ryan Culkin Kyle Rawlins Benjamin Van Durme HAI 111 163 0 09 Nov 2019