Title
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval Shangzhe Di Zhelun Yu Guanghao Zhang Haoyuan Li Tao Zhong Hao Cheng Bolin Li Wanggui He Fangxun Shu Hao Jiang 68 4 0 01 Mar 2025
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval Chien-Yu Lin Keisuke Kamahori Yiyu Liu Xiaoxiang Shi Madhav Kashyap ... Stephanie Wang Arvind Krishnamurthy Rohan Kadekodi Luis Ceze Baris Kasikci 3DV VLM 124 1 0 28 Feb 2025
RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings A. Dhakal S. Sastry Subash Khanal Adeel Ahmad Eric Xing Nathan Jacobs 50 0 0 27 Feb 2025
From Retrieval to Generation: Comparing Different Approaches Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Mohammed Ali Adam Jatowt RALM 54 0 0 27 Feb 2025
Do Retrieval-Augmented Language Models Adapt to Varying User Needs? Peilin Wu Xinlu Zhang Wenhao Yu Xingyu Liu Xinya Du Zhiyu Zoey Chen RALM 41 0 0 27 Feb 2025
Bián: A Bilingual Benchmark and Model for Hallucination Detection in Retrieval-Augmented Generation Zhouyu Jiang Mengshu Sun Zhiqiang Zhang Lei Liang RALM 3DV 218 0 0 26 Feb 2025
Forecasting Rare Language Model Behaviors Erik Jones Meg Tong Jesse Mu Mohammed Mahfoud Jan Leike Roger C. Grosse Jared Kaplan William Fithian Ethan Perez Mrinank Sharma 47 2 0 24 Feb 2025
Chats-Grid: An Iterative Retrieval Q&A Optimization Scheme Leveraging Large Model and Retrieval Enhancement Generation in smart grid Yunfeng Li Jiqun Zhang Guofu Liao Xue Shi Junhong Liu 57 0 0 24 Feb 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home Viktor Moskvoretskii M. Lysyuk Mikhail Salnikov Nikolay Ivanov Sergey Pletenev Daria Galimzianova Nikita Krayko Vasily Konovalov Irina Nikishina Alexander Panchenko RALM 74 4 0 24 Feb 2025
PICASO: Permutation-Invariant Context Composition with State Space Models Tian Yu Liu Alessandro Achille Matthew Trager Aditya Golatkar L. Zancato Stefano Soatto LRM 58 0 0 24 Feb 2025
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals Linda Zeng Rithwik Gupta Divij Motwani Diji Yang Yi Zhang AAML 41 1 0 22 Feb 2025
A Socratic RAG Approach to Connect Natural Language Queries on Research Topics with Knowledge Organization Systems Lew Lefton Kexin Rong Chinar Dankhara Lila Ghemri Firdous Kausar A. Hannibal Hamdallahi 34 0 0 20 Feb 2025
Rate, Explain and Cite (REC): Enhanced Explanation and Attribution in Automatic Evaluation by Large Language Models Aliyah R. Hsu James Zhu Zhichao Wang Bin Bi Shubham Mehrotra ... Sougata Chaudhuri Regunathan Radhakrishnan S. Asur Claire Na Cheng Bin Yu ALM LRM 67 0 0 20 Feb 2025
Associative Recurrent Memory Transformer Ivan Rodkin Yuri Kuratov Aydar Bulatov Mikhail Burtsev 68 2 0 17 Feb 2025
A-MEM: Agentic Memory for LLM Agents Wujiang Xu Zujie Liang Kai Mei Hang Gao Juntao Tan Yongfeng Zhang LLMAG KELM RALM 101 17 0 17 Feb 2025
CiteCheck: Towards Accurate Citation Faithfulness Detection Ziyao Xu Shaohang Wei Zhuoheng Han Jing Jin Z. Yang Xiaoguang Li Haochen Tan Zhijiang Guo Houfeng Wang 29 0 0 15 Feb 2025
KIMAs: A Configurable Knowledge Integrated Multi-Agent System Zitao Li Fei Wei Yuexiang Xie Dawei Gao Weirui Kuang Zhijian Ma Bingchen Qian Yaliang Li Bolin Ding 58 0 0 13 Feb 2025
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates L. Yang Zhaochen Yu Bin Cui Mengdi Wang ReLM LRM AI4CE 96 10 0 10 Feb 2025
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture Sachin Kumar Rishi Gottimukkala Supriya Devidutta K. Spindler RALM KELM 3DV 47 0 0 07 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... K. Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 101 2 0 02 Feb 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 68 8 0 28 Jan 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 82 6 0 28 Jan 2025
On Storage Neural Network Augmented Approximate Nearest Neighbor Search Taiga Ikeda Daisuke Miyashita J. Deguchi 29 0 0 23 Jan 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 66 7 0 21 Jan 2025
SteLLA: A Structured Grading System Using LLMs with RAG Hefei Qiu Brian White Ashley Ding Reinaldo Costa Ali Hachem Wei Ding Ping Chen AI4Ed 56 0 0 17 Jan 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG Philhoon Oh Jinwoo Shin James Thorne 3DV 140 0 0 13 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Y. Liu 45 0 0 06 Jan 2025
A Unified Framework for Context-Aware IoT Management and State-of-the-Art IoT Traffic Anomaly Detection Daniel Adu Worae Athar Sheikh Spyridon Mastorakis 31 1 0 31 Dec 2024
RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service Yihang Cheng Lan Zhang Junyang Wang Mu Yuan Yunhao Yao 77 0 0 17 Dec 2024
IGR: Improving Diffusion Model for Garment Restoration from Person Image Le Shen Rong Huang Zhijie Wang DiffM 99 2 0 16 Dec 2024
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction Sai Qian Zhang Ziyun Li Chuan Guo Saeed Mahloujifar Deeksha Dangwal Edward Suh B. D. Salvo Chiao Liu DiffM 85 0 0 11 Dec 2024
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases Zhepeng Wang Runxue Bao Yawen Wu Guodong Liu Lei Yang Liang Zhan Feng Zheng Weiwen Jiang Yanfu Zhang 68 0 0 09 Dec 2024
Hierarchical Prompt Decision Transformer: Improving Few-Shot Policy Generalization with Global and Adaptive Guidance Zhe Wang Haozhu Wang Yanjun Qi OffRL 76 0 0 01 Dec 2024
On the Effectiveness of Incremental Training of Large Language Models Miles Q. Li Benjamin C. M. Fung Shih-Chia Huang CLL AIFin 61 1 0 27 Nov 2024
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining Ming Hu Kun Yuan Yaling Shen Feilong Tang Xiaohao Xu ... Jin Ye N. Padoy Nassir Navab Junjun He Zongyuan Ge VLM CLIP 87 11 0 23 Nov 2024
RAG-Thief: Scalable Extraction of Private Data from Retrieval-Augmented Generation Applications with Agent-based Attacks Changyue Jiang Xudong Pan Geng Hong Chenfu Bao Min Yang SILM 72 9 0 21 Nov 2024
Molecule Generation with Fragment Retrieval Augmentation Seul Lee Karsten Kreis Srimukh Prasad Veccham Meng Liu Danny Reidenbach Saee Paliwal Arash Vahdat Weili Nie VLM 68 1 0 18 Nov 2024
SayComply: Grounding Field Robotic Tasks in Operational Compliance through Retrieval-Based Language Models M. Ginting Dong-Ki Kim Sung-Kyun Kim Bandi Jai Krishna Mykel J. Kochenderfer Shayegan Omidshafiei Ali-akbar Agha-mohammadi LM&Ro 71 0 0 18 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 41 0 0 14 Nov 2024
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant Yujia Zhou Zheng Liu Zhicheng Dou AIFin LRM RALM 31 2 0 11 Nov 2024
Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models Guangzhi Xiong Eric Xie Amir Hassan Shariatmadari Sikun Guo Stefan Bekiranov Aidong Zhang LRM HILM 31 6 0 04 Nov 2024
RuAG: Learned-rule-augmented Generation for Large Language Models Yudi Zhang Pei Xiao Lu Wang C. Zhang Meng Fang ... Qingwei Lin Mykola Pechenizkiy Dongmei Zhang Saravan Rajmohan Qi Zhang LRM 38 0 0 04 Nov 2024
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation Seongsu Ha Chaeyun Kim Donghwa Kim Junho Lee Sangho Lee Joonseok Lee 45 2 0 03 Nov 2024
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation Yun Jiang Zilong Xie Wei Zhang Yun Fang Shuai Pan RALM 127 0 0 01 Nov 2024
Interpretable Language Modeling via Induction-head Ngram Models Eunji Kim Sriya Mantena Weiwei Yang Chandan Singh Sungroh Yoon Jianfeng Gao 49 0 0 31 Oct 2024
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models Hieu Tran Junda Wang Yujan Ting Weijing Huang Terrence Chen HILM KELM 40 0 0 31 Oct 2024
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications Monica Riedler Stefan Langer VLM 36 12 0 29 Oct 2024
Vision Search Assistant: Empower Vision-Language Models as Multimodal Search Engines Zhixin Zhang Yiyuan Zhang Xiaohan Ding Xiangyu Yue 24 3 0 28 Oct 2024
Graph-based Uncertainty Metrics for Long-form Language Model Outputs Mingjian Jiang Yangjun Ruan Prasanna Sattigeri Salim Roukos Tatsunori Hashimoto 20 0 0 28 Oct 2024
GCoder: Improving Large Language Model for Generalized Graph Problem Solving Qifan Zhang Xiaobin Hong Jianheng Tang Nuo Chen Yuhan Li Wenzhong Li Jing Tang Jia Li OffRL AI4CE LRM 32 1 0 24 Oct 2024