Title
Demystifying AI Agents: The Final Generation of Intelligence Kevin J McNamara Rhea Pritham Marpu 15 0 0 15 May 2025
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph Deeksha Prahlad Chanhee Lee Dongha Kim Hokeun Kim RALM 25 0 0 15 May 2025
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation Kazuki Hayashi Hidetaka Kamigaito Shinya Kouda Taro Watanabe RALM 29 0 0 13 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation J. Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence Yu Qiao Huy Q. Le Avi Deb Raha Phuong-Nam Tran Apurba Adhikary Mengchun Zhang Loc X. Nguyen Eui-nam Huh Dusit Niyato C. Hong AI4CE 28 0 0 11 May 2025
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models Yangguang Shao Xinjie Lin Haozheng Luo Chengshang Hou G. Xiong J. Yu Junzheng Shi SILM 47 0 0 10 May 2025
A 3D pocket-aware and evolutionary conserved interaction guided diffusion model for molecular optimization Anjie Qiao Hao Zhang Qianmu Yuan Qirui Deng Jingtian Su W. R. Huang Huihao Zhou Guo-Bo Li Z. Wang J. Lei DiffM 28 0 0 09 May 2025
Retrieval Augmented Time Series Forecasting Sungwon Han Seungeon Lee M. Cha Sercan Ö. Arik Jinsung Yoon AI4TS 33 0 0 07 May 2025
Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise Moseli Motsóehli Hope Mogale Kyungim Baek 38 0 0 07 May 2025
RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Sebastian Barros AI4TS 23 0 0 06 May 2025
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing Diji Yang Linda Zeng Jinmeng Rao Y. Zhang 30 0 0 05 May 2025
RAGAR: Retrieval Augment Personalized Image Generation Guided by Recommendation Run Ling W. Wang Yuting Liu G. Guo Linying Jiang Xingwei Wang DiffM 52 0 0 03 May 2025
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning Murtadha Ahmed Wenbo Liu yunfeng 41 0 0 02 May 2025
Patchwork: A Unified Framework for RAG Serving Bodun Hu Luis Pabon Saurabh Agarwal Aditya Akella 21 0 0 01 May 2025
Traceback of Poisoning Attacks to Retrieval-Augmented Generation Baolei Zhang Haoran Xin Minghong Fang Zhuqing Liu Biao Yi Tong Li Zheli Liu SILM AAML 62 0 0 30 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Bo Li Y. Song Jin Dong Jianxin Li Philip S. Yu 66 0 0 27 Apr 2025
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent Chuer Chen Yuqi Liu Danqing Shi Shixiong Cao Nan Cao 35 0 0 24 Apr 2025
AlignRAG: An Adaptable Framework for Resolving Misalignments in Retrieval-Aware Reasoning of RAG Jiaqi Wei Hao Zhou Xiang Zhang Di Zhang Zijie Qiu Wei Wei Jinzhe Li Wanli Ouyang Siqi Sun 27 0 0 21 Apr 2025
The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models Ronak Pradeep Nandan Thakur Shivani Upadhyay Daniel Fernando Campos Nick Craswell Jimmy Lin 22 0 0 21 Apr 2025
Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges Nandan Thakur Ronak Pradeep Shivani Upadhyay Daniel Fernando Campos Nick Craswell Jimmy Lin ELM 38 0 0 21 Apr 2025
Mind the Language Gap: Automated and Augmented Evaluation of Bias in LLMs for High- and Low-Resource Languages Alessio Buscemi Cedric Lothritz Sergio Morales Marcos Gomez-Vazquez Robert Clarisó Jordi Cabot German Castignani 26 0 0 19 Apr 2025
Retrieval-Augmented Generation with Conflicting Evidence Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal RALM 66 1 0 17 Apr 2025
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation Hanmeng Zhong Linqing Chen Weilei Wang Wentao Wu 24 0 0 15 Apr 2025
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents Ryota Tanaka Taichi Iki Taku Hasegawa Kyosuke Nishida Kuniko Saito Jun Suzuki VLM 47 0 0 14 Apr 2025
HD-RAG: Retrieval-Augmented Generation for Hybrid Documents Containing Text and Hierarchical Tables Chi Zhang Qiyang Chen RALM 3DV VLM 37 0 0 13 Apr 2025
RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR Environments Shiyi Ding Ying Chen RALM 36 0 0 11 Apr 2025
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation Z. Zhang Ning Li Qi Liu Rui Li W. Gao Qingyang Mao Zhenya Huang Baosheng Yu Dacheng Tao RALM 34 0 0 11 Apr 2025
A System for Comprehensive Assessment of RAG Frameworks Mattia Rengo Senad Beadini Domenico Alfano Roberto Abbruzzese 40 1 0 10 Apr 2025
RETROcode: Leveraging a Code Database for Improved Natural Language to Code Generation Nathanael Beau Benoît Crabbé 23 0 0 08 Apr 2025
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness Dongzhuoran Zhou Yuqicheng Zhu Yuan He Jiaoyan Chen Evgeny Kharlamov Steffen Staab RALM 49 0 0 07 Apr 2025
On the Spatial Structure of Mixture-of-Experts in Transformers Daniel Bershatsky Ivan V. Oseledets MoE 35 0 0 06 Apr 2025
QE-RAG: A Robust Retrieval-Augmented Generation Benchmark for Query Entry Errors Kepu Zhang ZhongXiang Sun Weijie Yu Xiaoxue Zang Kai Zheng Yang Song Han Li Jun Xu 3DV 38 0 0 05 Apr 2025
The Use of Gaze-Derived Confidence of Inferred Operator Intent in Adjusting Safety-Conscious Haptic Assistance Jeremy D. Webb Michael Bowman Songpo Li Xiaoli Zhang 34 0 0 04 Apr 2025
Practical Poisoning Attacks against Retrieval-Augmented Generation Baolei Zhang Y. Chen Minghong Fang Zhuqing Liu Lihai Nie Tong Li Zheli Liu SILM AAML 62 0 0 04 Apr 2025
A Survey of Scaling in Large Language Model Reasoning Zihan Chen Song Wang Zhen Tan Xingbo Fu Zhenyu Lei Peng Wang Huan Liu Cong Shen Jundong Li LRM 86 0 0 02 Apr 2025
Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization Di Wu Jia-Chen Gu Kai-Wei Chang Nanyun Peng 34 0 0 01 Apr 2025
Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering Yuelyu Ji Rui Meng Zhuochun Li Daqing He RALM 51 0 0 29 Mar 2025
Resona: Improving Context Copying in Linear Recurrence Models with Retrieval X. Wang Linrui Ma Jerry Huang Peng Lu Prasanna Parthasarathi Xiao-Wen Chang Boxing Chen Yufei Cui KELM 39 1 0 28 Mar 2025
M-DocSum: Do LVLMs Genuinely Comprehend Interleaved Image-Text in Document Summarization? Haolong Yan Kaijun Tan Yeqing Shen Xin Huang Zheng Ge Xiangyu Zhang Si Li Daxin Jiang VLM 40 0 0 27 Mar 2025
The cell as a token: high-dimensional geometry in language models and cell embeddings William Gilpin 75 0 0 26 Mar 2025
AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL Yunsheng Bai Ghaith Bany Hamad Syed Suhaib Haoxing Ren 34 1 0 24 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 28 0 0 23 Mar 2025
OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery Vignesh Prabhakar Md Amirul Islam Adam Atanas Y. Wang J. N. Han ... Rucha Apte Robert Clark Kang Xu Zihan Wang Kai Liu LRM 80 1 0 22 Mar 2025
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System Weihang Su Baoqing Yue Qingyao Ai Yiran Hu Jiaqi Li C. Wang Kaiyuan Zhang Yueyue Wu Y. Liu AILaw ELM 106 0 0 18 Mar 2025
HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL Heng Ping Shixuan Li Peiyu Zhang Anzhe Cheng Shukai Duan ... Xiongye Xiao Wei Yang Shahin Nazarian Andrei Irimia Paul Bogdan 57 1 0 18 Mar 2025
OSCAR: Online Soft Compression And Reranking Maxime Louis Thibault Formal Hervé Déjean S. Clinchant 28 0 0 17 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Q. Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 68 3 0 11 Mar 2025
LLM-based Corroborating and Refuting Evidence Retrieval for Scientific Claim Verification Siyuan Wang James R. Foulds Md Osman Gani Shimei Pan 51 0 0 11 Mar 2025
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation Shai Bergman Zhang Ji Anne-Marie Kermarrec Diana Petrescu Rafael Pires Mathis Randl M. Vos 34 0 0 07 Mar 2025
Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning Giulio Corallo Orion Weller Fabio Petroni Paolo Papotti MQ VLM 52 0 0 06 Mar 2025