Title
LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries Kenya Abe Kunihiro Takeoka Makoto P. Kato Masafumi Oyamada 7 0 0 19 May 2025
PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented Generation Liuji Chen Xiaofang Yang Yuanzhuo Lu Jinghao Zhang Xin Sun Qiang Liu Shu Wu Jing Dong Liang Wang AAML 2 0 0 18 May 2025
Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate Ziyang Huang Wangtao Sun Jun Zhao Kang Liu LRM 17 0 0 16 May 2025
LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations Yile Wang Zhanyu Shen Hui Huang 29 0 0 15 May 2025
GRADA: Graph-based Reranker against Adversarial Documents Attack Jingjie Zheng Aryo Pradipta Gema Giwon Hong Xuanli He Pasquale Minervini Youcheng Sun Qiongkai Xu 31 0 0 12 May 2025
Retrieval Augmented Generation Evaluation for Health Documents Mario Ceresa Lorenzo Bertolini Valentin Comte Nicholas Spadaro Barbara Raffael ... Sergio Consoli Amalia Muñoz Piñeiro Alex Patak Maddalena Querci Tobias Wiesenthal RALM 3DV 39 0 1 07 May 2025
QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort Sriram Gopalakrishnan Sunandita Patra 29 0 0 07 May 2025
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Zhengliang Shi Lingyong Yan Weiwei Sun Yue Feng Pengjie Ren Xinyu Ma Shuaiqiang Wang D. Yin Maarten de Rijke Z. Ren RALM 48 0 0 05 May 2025
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal Interventions Oliver Savolainen Dur e Najaf Amjad Roxana Petcu AAML 32 0 0 04 May 2025
Investigating Task Arithmetic for Zero-Shot Information Retrieval Marco Braga Pranav Kasela Alessandro Raganato G. Pasi RALM 66 0 0 01 May 2025
EnronQA: Towards Personalized RAG over Private Documents Michael J. Ryan Danmei Xu Chris Nivera Daniel Campos SILM 67 0 0 01 May 2025
Hoist with His Own Petard: Inducing Guardrails to Facilitate Denial-of-Service Attacks on Retrieval-Augmented Generation of LLMs Pan Suo Yu-ming Shang San-Chuan Guo Xi Zhang SILM AAML 52 0 0 30 Apr 2025
Effective Inference-Free Retrieval for Learned Sparse Representations F. M. Nardini Thong Nguyen Cosimo Rulli Rossano Venturini Andrew Yates RALM 45 0 0 30 Apr 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 66 0 0 30 Apr 2025
Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation Carlo Merola Jaspinder Singh RALM 154 0 0 28 Apr 2025
A model and package for German ColBERT Thuong Dang Qiqi Chen VLM 75 0 0 25 Apr 2025
Leveraging Decoder Architectures for Learned Sparse Retrieval Jingfen Qiao Thong Nguyen Evangelos Kanoulas Andrew Yates 53 0 0 25 Apr 2025
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval Yongkang Li Panagiotis Eustratiadis Simon Lupart Evangelos Kanoulas AAML 53 0 0 24 Apr 2025
Replication and Exploration of Generative Retrieval over Dynamic Corpora Zhen Zhang Xinyu Ma Weiwei Sun Pengjie Ren Ziyang Chen S. Wang D. Yin Maarten de Rijke Z. Ren 44 0 0 24 Apr 2025
MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation Chanhee Park Hyeonseok Moon Chanjun Park Heuiseok Lim RALM 65 0 0 23 Apr 2025
Dynamic Superblock Pruning for Fast Learned Sparse Retrieval Parker Carlson Wentai Xie Shanxiu He Tao Yang 30 0 0 23 Apr 2025
Compass-V2 Technical Report Sophia Maria MoE LRM 41 0 0 22 Apr 2025
ColBERT-serve: Efficient Multi-Stage Memory-Mapped Scoring Kaili Huang Thejas Venkatesh Uma Dingankar Antonio Mallia Daniel Campos ... Matei A. Zaharia Kwabena Boahen Omar Khattab Saarthak Sarup Keshav Santhanam 37 0 0 21 Apr 2025
$Exploring $\ell_0$ Sparsification for Inference-free Sparse Retrievers$ Exploring $\ell_0$ Sparsification for Inference-free Sparse Retrievers Xinjie Shen Zhichao Geng Yang Yang 24 0 0 21 Apr 2025
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion Yejun Yoon Jaeyoon Jung Seunghyun Yoon Kunwoo Park 27 0 0 19 Apr 2025
Learning to Attribute with Attention Benjamin Cohen-Wang Yung-Sung Chuang Aleksander Madry 30 0 0 18 Apr 2025
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents Nandan Thakur Jimmy J. Lin Sam Havens Michael Carbin Omar Khattab Andrew Drozdov 44 2 0 17 Apr 2025
Towards Lossless Token Pruning in Late-Interaction Retrieval Models Yuxuan Zong Benjamin Piwowarski 41 0 0 17 Apr 2025
Benchmarking LLM-based Relevance Judgment Methods Negar Arabzadeh Charles L. A. Clarke 35 0 0 17 Apr 2025
Building Russian Benchmark for Evaluation of Information Retrieval Models Grigory Kovalev M. Tikhomirov Evgeny Kozhevnikov Max Kornilov Natalia Loukachevitch 34 0 0 17 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 47 0 0 15 Apr 2025
Bipartite Ranking From Multiple Labels: On Loss Versus Label Aggregation Michal Lukasik Lin Chen Harikrishna Narasimhan A. Menon Wittawat Jitkrittum Felix X. Yu Sashank J. Reddi Gang Fu M. Bateni Sanjiv Kumar 28 1 0 15 Apr 2025
MURR: Model Updating with Regularized Replay for Searching a Document Stream Eugene Yang Nicola Tonellotto Dawn J Lawrie Sean MacAvaney James Mayfield Douglas W. Oard Scott Miller KELM 33 0 0 14 Apr 2025
Constrained Auto-Regressive Decoding Constrains Generative Retrieval Shiguang Wu Z. Z. Ren Xin Xin Jiyuan Yang Hao Fei Z. Chen Maarten de Rijke Pengjie Ren RALM 36 0 0 14 Apr 2025
Composable NLP Workflows for BERT-based Ranking and QA System Gaurav Kumar Murali Mohana Krishna Dandu 24 1 0 13 Apr 2025
Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets Mandeep Rathee Venktesh V Sean MacAvaney Avishek Anand KELM 32 1 0 12 Apr 2025
Out of Style: RAG's Fragility to Linguistic Variation Tianyu Cao Neel Bhandari Akhila Yerukola Akari Asai Maarten Sap 32 0 0 11 Apr 2025
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective Qi Liu Jiaxin Mao Ji-Rong Wen LRM 31 0 0 10 Apr 2025
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization Yang Jiao Xiao Wang Kai Yang AAML SILM 35 0 0 10 Apr 2025
Bridging Queries and Tables through Entities in Table Retrieval Da Li Keping Bi J. Guo Xueqi Cheng LMTD 31 0 0 09 Apr 2025
Causal Retrieval with Semantic Consideration Hyunseo Shin Wonseok Hwang 33 0 0 07 Apr 2025
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling Hengran Zhang Keping Bi J. Guo Xiaojie Sun Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng RALM 159 0 0 07 Apr 2025
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG Hengran Zhang Minghao Tang Keping Bi J. Guo Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng 21 0 0 07 Apr 2025
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 60 0 0 07 Apr 2025
Bonsai: Interpretable Tree-Adaptive Grounded Reasoning Kate Sanders Benjamin Van Durme LRM 36 1 0 04 Apr 2025
Practical Poisoning Attacks against Retrieval-Augmented Generation Baolei Zhang Yuxiao Chen Minghong Fang Zhuqing Liu Lihai Nie Tong Li Zheli Liu SILM AAML 64 0 0 04 Apr 2025
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking Chris Samarinas Hamed Zamani ALM LRM 74 0 0 04 Apr 2025
Adapting Large Language Models for Multi-Domain Retrieval-Augmented-Generation Alexandre Misrahi Nadezhda Chirkova Maxime Louis Vassilina Nikoulina RALM 85 0 0 03 Apr 2025
HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse Yuwei An Yihua Cheng Seo Jin Park Junchen Jiang 44 1 0 03 Apr 2025
Efficient Constant-Space Multi-Vector Retrieval Sean MacAvaney Antonio Mallia Nicola Tonellotto 33 1 0 02 Apr 2025