Title
Benchmarking the Myopic Trap: Positional Bias in Information Retrieval Ziyang Zeng Dun Zhang Jiacheng Li Panxiang Zou Yuqing Yang 78 0 0 20 May 2025
LLM-based Query Expansion Fails for Unfamiliar and Ambiguous Queries Kenya Abe Kunihiro Takeoka Makoto P. Kato Masafumi Oyamada 51 0 0 19 May 2025
LLM-Based Compact Reranking with Document Features for Scientific Retrieval Runchu Tian Xueqiang Xu Bowen Jin SeongKu Kang Jiawei Han 69 0 0 19 May 2025
CIE: Controlling Language Model Text Generations Using Continuous Signals Vinay Samuel Harshita Diddee Yiming Zhang Daphne Ippolito 118 0 0 19 May 2025
AMAQA: A Metadata-based QA Dataset for RAG Systems Davide Bruni Marco Avvenuti Nicola Tonellotto Maurizio Tesconi 67 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 69 0 0 18 May 2025
LightRetriever: A LLM-based Hybrid Retrieval Architecture with 1000x Faster Query Inference Guangyuan Ma Yongliang Ma Xuanrui Gou Zhenpeng Su Ming Zhou Songlin Hu RALM 86 0 0 18 May 2025
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering Hessa Alawwad Usman Naseem Areej M. Alhothali Ali Alkhathlan A. Jamal RALM 65 0 0 17 May 2025
Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate Ziyang Huang Wangtao Sun Jun Zhao Kang Liu LRM 62 0 0 16 May 2025
EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation Ruobing Yao Yifei Zhang Shuang Song Neng Gao Chenyang Tu SILM 78 1 0 16 May 2025
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems Zhiyuan Chang Mingyang Li Xiaojun Jia Junjie Wang Yuekai Huang Ziyou Jiang Yebin Liu Qing Wang AAML 93 1 0 15 May 2025
LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations Yile Wang Zhanyu Shen Hui Huang 164 0 0 15 May 2025
MedEIR: A Specialized Medical Embedding Model for Enhanced Information Retrieval Anand Selvadurai Jasheen Shaik Girish Chandrasekar ShriRadhaKrishnan Balamurugan Eswara Reddy RALM 14 0 0 12 May 2025
GRADA: Graph-based Reranker against Adversarial Documents Attack Jingjie Zheng Aryo Pradipta Gema Giwon Hong Xuanli He Pasquale Minervini Youcheng Sun Xingliang Yuan 55 0 0 12 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 57 0 0 07 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 98 0 1 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 Zhaochun Ren RALM 76 1 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 69 0 0 04 May 2025
EnronQA: Towards Personalized RAG over Private Documents Michael J. Ryan Danmei Xu Chris Nivera Daniel Campos SILM 134 2 0 01 May 2025
Investigating Task Arithmetic for Zero-Shot Information Retrieval Marco Braga Pranav Kasela Alessandro Raganato G. Pasi RALM 131 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 146 1 0 30 Apr 2025
Effective Inference-Free Retrieval for Learned Sparse Representations F. M. Nardini Thong Nguyen Cosimo Rulli Rossano Venturini Andrew Yates RALM 87 0 0 30 Apr 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 101 1 0 30 Apr 2025
Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation Carlo Merola Jaspinder Singh RALM 413 0 0 28 Apr 2025
Leveraging Decoder Architectures for Learned Sparse Retrieval Jingfen Qiao Thong Nguyen Evangelos Kanoulas Andrew Yates 77 0 0 25 Apr 2025
A model and package for German ColBERT Thuong Dang Qiqi Chen VLM 103 0 0 25 Apr 2025
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval Yongkang Li Panagiotis Eustratiadis Simon Lupart Evangelos Kanoulas AAML 83 0 0 24 Apr 2025
Replication and Exploration of Generative Retrieval over Dynamic Corpora Zhen Zhang Xinyu Ma Weiwei Sun Pengjie Ren Ziyang Chen Shuaiqiang Wang D. Yin Maarten de Rijke Zhaochun Ren 102 0 0 24 Apr 2025
MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation Chanhee Park Hyeonseok Moon Chanjun Park Heuiseok Lim RALM 107 1 0 23 Apr 2025
Dynamic Superblock Pruning for Fast Learned Sparse Retrieval Parker Carlson Wentai Xie Shanxiu He Tao Yang 65 0 0 23 Apr 2025
Compass-V2 Technical Report Sophia Maria MoE LRM 113 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 115 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 76 0 0 21 Apr 2025
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion Yejun Yoon Jaeyoon Jung Seunghyun Yoon Kunwoo Park 61 0 0 19 Apr 2025
Learning to Attribute with Attention Benjamin Cohen-Wang Yung-Sung Chuang Aleksander Madry 61 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 121 5 0 17 Apr 2025
Building Russian Benchmark for Evaluation of Information Retrieval Models Grigory Kovalev M. Tikhomirov Evgeny Kozhevnikov Max Kornilov Natalia Loukachevitch 86 1 0 17 Apr 2025
Towards Lossless Token Pruning in Late-Interaction Retrieval Models Yuxuan Zong Benjamin Piwowarski 81 0 0 17 Apr 2025
Benchmarking LLM-based Relevance Judgment Methods Negar Arabzadeh Charles L. A. Clarke 91 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 101 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 55 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 72 0 0 14 Apr 2025
Constrained Auto-Regressive Decoding Constrains Generative Retrieval Shiguang Wu Zhaochun Ren Xin Xin Jiyuan Yang Hao Fei Zhongfu Chen Maarten de Rijke Pengjie Ren RALM 66 0 0 14 Apr 2025
Composable NLP Workflows for BERT-based Ranking and QA System Gaurav Kumar Murali Mohana Krishna Dandu 53 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 97 2 0 12 Apr 2025
Out of Style: RAG's Fragility to Linguistic Variation Tianyu Cao Neel Bhandari Akhila Yerukola Akari Asai Maarten Sap 76 2 0 11 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 109 1 0 10 Apr 2025
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective Qi Liu Jiaxin Mao Ji-Rong Wen LRM 77 1 0 10 Apr 2025
Bridging Queries and Tables through Entities in Table Retrieval Da Li Keping Bi Jiafeng Guo Xueqi Cheng LMTD 58 0 0 09 Apr 2025
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG Hengran Zhang Minghao Tang Keping Bi Jiafeng Guo Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng 74 0 0 07 Apr 2025