Title
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 64 0 0 01 Apr 2025
On the Reproducibility of Learned Sparse Retrieval Adaptations for Long Documents Emmanouil Georgios Lionis Jia-Huei Ju RALM 42 0 0 31 Mar 2025
Combining Query Performance Predictors: A Reproducibility Study Sourav Saha Suchana Datta Dwaipayan Roy Mandar Mitra Derek Greene 35 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 63 1 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 50 0 0 29 Mar 2025
Exploring the Effectiveness of Multi-stage Fine-tuning for Cross-encoder Re-rankers Francesca Pezzuti Sean MacAvaney Nicola Tonellotto 33 0 0 28 Mar 2025
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity Transfer Andreas Chari Sean MacAvaney Iadh Ounis 44 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 85 0 0 26 Mar 2025
EqualizeIR: Mitigating Linguistic Biases in Retrieval Models Jiali Cheng Hadi Amiri 41 1 0 22 Mar 2025
Dense Passage Retrieval in Conversational Search Ahmed H. Salamah Pierre McWhannel Nicole Yan 51 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 66 1 0 19 Mar 2025
Pseudo-Relevance Feedback Can Improve Zero-Shot LLM-Based Dense Retrieval Hang Li Xiao Wang Bevan Koopman Guido Zuccon 49 0 0 19 Mar 2025
Safeguarding LLM Embeddings in End-Cloud Collaboration via Entropy-Driven Perturbation Shuaifan Jin Xiaoyi Pang Zhibo Wang He Wang Jiacheng Du Jiahui Hu Kui Ren SILM AAML 80 0 0 17 Mar 2025
MultiConIR: Towards multi-condition Information Retrieval Xuan Lu Sifan Liu Bochao Yin Y. K. Li Xinghao Chen Hui Su Yaohui Jin Wenjun Zeng Xiaoyu Shen 74 0 0 13 Mar 2025
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning Jiawei Zhou Lei Chen 3DV VLM 78 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 230 0 0 11 Mar 2025
CtrlRAG: Black-box Adversarial Attacks Based on Masked Language Models in Retrieval-Augmented Language Generation Runqi Sui AAML 44 0 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 68 1 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 67 0 0 06 Mar 2025
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence Mohsen Fayyaz Ali Modarressi Hinrich Schuetze Nanyun Peng 62 0 0 06 Mar 2025
Towards Explainable Doctor Recommendation with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 65 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 69 2 0 04 Mar 2025
Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective Da Li Keping Bi J. Guo Xueqi Cheng LMTD 53 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 86 2 0 03 Mar 2025
A Semantic Search Pipeline for Causality-driven Adhoc Information Retrieval Dhairya Dalal Sharmi Dev Gupta Bentolhoda Binaei 44 2 0 02 Mar 2025
OrdRankBen: A Novel Ranking Benchmark for Ordinal Relevance in NLP Yan Wang Lingfei Qian Xueqing Peng J. Huang Dongji Feng 42 0 0 02 Mar 2025
BadJudge: Backdoor Vulnerabilities of LLM-as-a-Judge Terry Tong Fei Wang Zhe Zhao Mengzhao Chen AAML ELM 37 1 0 01 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 Y. Liu 47 0 0 01 Mar 2025
Variations in Relevance Judgments and the Shelf Life of Test Collections Andrew Parry Maik Frobe Harrisen Scells Ferdinand Schlatt Guglielmo Faggioli Saber Zerhoudi Sean MacAvaney Eugene Yang 42 0 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 70 1 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 71 1 0 27 Feb 2025
Hierarchical corpus encoder: Fusing generative retrieval and dense indices Tongfei Chen Ankita Sharma Adam Pauls Benjamin Van Durme RALM 52 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 110 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 34 0 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 128 4 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 52 1 0 25 Feb 2025
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation Haris Riaz Ellen Riloff Mihai Surdeanu RALM 51 0 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 88 3 0 25 Feb 2025
Is Relevance Propagated from Retriever to Generator in RAG? Fangzheng Tian Debasis Ganguly Craig Macdonald RALM 49 1 0 24 Feb 2025
LettuceDetect: A Hallucination Detection Framework for RAG Applications Adam Kovacs Gábor Recski 45 2 0 24 Feb 2025
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences Sijia Yao Pengcheng Huang Zhenghao Liu Yu Gu Yukun Yan S. Yu Ge Yu RALM 41 0 0 24 Feb 2025
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs Hansi Zeng Julian Killingback Hamed Zamani RALM 78 1 0 24 Feb 2025
Mitigating Bias in RAG: Controlling the Embedder Taeyoun Kim Jacob Mitchell Springer Aditi Raghunathan Maarten Sap 58 1 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 62 0 0 24 Feb 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models X. Liu Siyuan Liang M. Han Yong Luo Aishan Liu Xiantao Cai Zheng He Dacheng Tao AAML SILM ELM 42 1 0 22 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 92 1 0 21 Feb 2025
Judging the Judges: A Collection of LLM-Generated Relevance Judgements Hossein A. Rahmani Clemencia Siro Mohammad Aliannejadi Nick Craswell Charles L. A. Clarke Guglielmo Faggioli Bhaskar Mitra Paul Thomas Emine Yilmaz ELM 64 0 0 20 Feb 2025
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search Yifan Ji Zhipeng Xu Zhenghao Liu Yukun Yan S. Yu Yong Li Zhiyuan Liu Yu Gu Ge Yu Maosong Sun RALM 63 0 0 18 Feb 2025
Language Models Can Predict Their Own Behavior Dhananjay Ashok Jonathan May ReLM AI4TS LRM 63 0 0 18 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 59 1 0 16 Feb 2025