Title
Causal Retrieval with Semantic Consideration Hyunseo Shin Wonseok Hwang 67 0 0 07 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
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 119 0 0 07 Apr 2025
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking Chris Samarinas Hamed Zamani ALM LRM 172 2 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 109 1 0 04 Apr 2025
Bonsai: Interpretable Tree-Adaptive Grounded Reasoning Kate Sanders Benjamin Van Durme LRM 134 1 0 04 Apr 2025
Adapting Large Language Models for Multi-Domain Retrieval-Augmented-Generation Alexandre Misrahi Nadezhda Chirkova Maxime Louis Vassilina Nikoulina RALM 137 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 94 1 0 03 Apr 2025
Efficient Constant-Space Multi-Vector Retrieval Sean MacAvaney Antonio Mallia Nicola Tonellotto 62 1 0 02 Apr 2025
Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models Yilong Xu Jinhua Gao Xiaoming Yu Yuanhai Xue Baolong Bi Huawei Shen Xueqi Cheng RALM 96 0 0 01 Apr 2025
On the Reproducibility of Learned Sparse Retrieval Adaptations for Long Documents Emmanouil Georgios Lionis Jia-Huei Ju RALM 76 0 0 31 Mar 2025
Combining Query Performance Predictors: A Reproducibility Study Sourav Saha Suchana Datta Dwaipayan Roy Mandar Mitra Derek Greene 60 0 0 31 Mar 2025
Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts Youxiang Zhu Ruochen Li Danqing Wang Daniel Haehn Xiaohui Liang LRM 131 2 0 30 Mar 2025
Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance Reza Esfandiarpoor George Zerveas Ruochen Zhang Macton Mgonzo Carsten Eickhoff Stephen H. Bach SyDa 102 0 0 29 Mar 2025
Exploring the Effectiveness of Multi-stage Fine-tuning for Cross-encoder Re-rankers Francesca Pezzuti Sean MacAvaney Nicola Tonellotto 82 0 0 28 Mar 2025
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity Transfer Andreas Chari Sean MacAvaney Iadh Ounis 108 0 0 28 Mar 2025
MMMORRF: Multimodal Multilingual Modularized Reciprocal Rank Fusion Saron Samuel Dan DeGenaro Jimena Guallar-Blasco Kate Sanders Oluwaseun Eisape ... David Etter Efsun Kayi Matthew Wiesner Kenton W. Murray Reno Kriz 183 0 0 26 Mar 2025
Exploring Training and Inference Scaling Laws in Generative Retrieval Hongru Cai Yongqi Li Ruifeng Yuan Wenjie Wang Zhen Zhang Wenjie Li Tat-Seng Chua 64 1 0 24 Mar 2025
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models Jiali Cheng Hadi Amiri 88 1 0 22 Mar 2025
Dense Passage Retrieval in Conversational Search Ahmed H. Salamah Pierre McWhannel Nicole Yan 68 0 0 21 Mar 2025
Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities Md Shahir Zaoad Niamat Zawad Priyanka Ranade Richard Krogman Latifur Khan James Holt 98 1 0 19 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 132 4 0 18 Mar 2025
Safeguarding LLM Embeddings in End-Cloud Collaboration via Entropy-Driven Perturbation Shuaifan Jin Xiaoyi Pang Peng Kuang He Wang Jiacheng Du Jiahui Hu Kui Ren SILM AAML 132 0 0 17 Mar 2025
MultiConIR: Towards multi-condition Information Retrieval Xuan Lu Sifan Liu Bochao Yin Yiming Li Xinghao Chen Hui Su Yaohui Jin Wenjun Zeng Xiaoyu Shen 117 0 0 13 Mar 2025
Context-aware Biases for Length Extrapolation Ali Veisi Hamidreza Amirzadeh Amir Mansourian 165 1 0 11 Mar 2025
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning Jiawei Zhou Lei Chen 3DV VLM 160 1 0 11 Mar 2025
JurisTCU: A Brazilian Portuguese Information Retrieval Dataset with Query Relevance Judgments Leandro Carísio Fernandes Leandro dos Santos Ribeiro Marcos Vinícius Borela de Castro Leonardo Augusto da Silva Pacheco Edans Flávius de Oliveira Sandes AILaw RALM ELM 486 0 0 11 Mar 2025
CtrlRAG: Black-box Adversarial Attacks Based on Masked Language Models in Retrieval-Augmented Language Generation Runqi Sui AAML 86 1 0 10 Mar 2025
Quantifying the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data Shiping Yang Jie Wu Wenbiao Ding Ning Wu Shining Liang Ming Gong Hengyuan Zhang Dongmei Zhang AAML 168 7 0 07 Mar 2025
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval Tingyu Song Guo Gan Mingsheng Shang Yilun Zhao VLM 99 2 0 06 Mar 2025
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence Mohsen Fayyaz Ali Modarressi Hinrich Schuetze Nanyun Peng 125 3 0 06 Mar 2025
Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective Da Li Keping Bi Jiafeng Guo Xueqi Cheng LMTD 89 1 0 04 Mar 2025
Towards Explainable Doctor Recommendation with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 111 0 0 04 Mar 2025
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning Zhibin Lan Liqiang Niu Fandong Meng Jie Zhou Jinsong Su VLM 109 0 0 04 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 209 3 0 03 Mar 2025
OrdRankBen: A Novel Ranking Benchmark for Ordinal Relevance in NLP Yan Wang Lingfei Qian Xueqing Peng J. Huang Dongji Feng 131 2 0 02 Mar 2025
A Semantic Search Pipeline for Causality-driven Adhoc Information Retrieval Dhairya Dalal Sharmi Dev Gupta Bentolhoda Binaei 55 2 0 02 Mar 2025
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions Jia Chen Qian Dong Haitao Li Xiaohui He Yan Gao ... Ping Yang Chen Xu Yao Hu Qingyao Ai Yixiao Liu 65 0 0 01 Mar 2025
BadJudge: Backdoor Vulnerabilities of LLM-as-a-Judge Terry Tong Fei Wang Zhe Zhao Mengzhao Chen AAML ELM 94 3 0 01 Mar 2025
Variations in Relevance Judgments and the Shelf Life of Test Collections Andrew Parry Maik Fröbe Harrisen Scells Ferdinand Schlatt Guglielmo Faggioli Saber Zerhoudi Sean MacAvaney Eugene Yang 100 2 0 28 Feb 2025
Granite Embedding Models Parul Awasthy Aashka Trivedi Yulong Li Mihaela A. Bornea David D. Cox ... Sukriti Sharma Avirup Sil Kate Soule Arafat Sultan Radu Florian RALM 114 2 0 27 Feb 2025
Teaching Dense Retrieval Models to Specialize with Listwise Distillation and LLM Data Augmentation Manveer Singh Tamber Suleman Kazi Vivek Sourabh Jimmy J. Lin 112 2 0 27 Feb 2025
Hierarchical corpus encoder: Fusing generative retrieval and dense indices Tongfei Chen Ankita Sharma Adam Pauls Benjamin Van Durme RALM 111 1 0 26 Feb 2025
Agent-centric Information Access Evangelos Kanoulas Panagiotis Eustratiadis Yongkang Li Yougang Lyu Vaishali Pal Gabrielle Poerwawinata Jingfen Qiao Zihan Wang AIFin 55 1 0 26 Feb 2025
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models Shuliang Liu Xinze Li Zhenghao Liu Yukun Yan Cheng Yang Zheni Zeng Zhiyuan Liu Maosong Sun Ge Yu RALM 264 3 0 26 Feb 2025
Rank1: Test-Time Compute for Reranking in Information Retrieval Orion Weller Kathryn Ricci Eugene Yang Andrew Yates Dawn J Lawrie Benjamin Van Durme ReLM AI4TS LRM 182 12 0 25 Feb 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers Xueguang Ma Xi Lin Barlas Oğuz Jimmy Lin Wen-tau Yih Xilun Chen RALM 133 6 0 25 Feb 2025
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation Haris Riaz Ellen Riloff Mihai Surdeanu RALM 145 0 0 25 Feb 2025
RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts Mingyan Wu Zhenghao Liu Yukun Yan Xinze Li S. Yu Zheni Zeng Yu Gu Ge Yu RALM AI4TS LRM 85 2 0 25 Feb 2025
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs Hansi Zeng Julian Killingback Hamed Zamani RALM 124 3 0 24 Feb 2025