Title
PICASO: Permutation-Invariant Context Composition with State Space Models Tian Yu Liu Alessandro Achille Matthew Trager Aditya Golatkar Luca Zancato Stefano Soatto LRM 172 0 0 24 Feb 2025
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs Hansi Zeng Julian Killingback Hamed Zamani RALM 124 3 0 24 Feb 2025
LettuceDetect: A Hallucination Detection Framework for RAG Applications Adam Kovacs Gábor Recski 65 5 0 24 Feb 2025
Is Relevance Propagated from Retriever to Generator in RAG? Fangzheng Tian Debasis Ganguly Craig Macdonald RALM 94 2 0 24 Feb 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models Xianglong Liu Siyuan Liang M. Han Yong Luo Aishan Liu Xiantao Cai Zheng He Dacheng Tao AAML SILM ELM 100 2 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 350 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 99 1 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 Yongqian Li Zhiyuan Liu Yu Gu Ge Yu Maosong Sun RALM 94 4 0 18 Feb 2025
Language Models Can Predict Their Own Behavior Dhananjay Ashok Jonathan May ReLM AI4TS LRM 118 2 0 18 Feb 2025
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation SeongKu Kang Bowen Jin Wonbin Kweon Yu Zhang Dongha Lee Jiawei Han Hwanjo Yu 112 3 0 16 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 128 2 0 16 Feb 2025
exHarmony: Authorship and Citations for Benchmarking the Reviewer Assignment Problem Sajad Ebrahimi Sara Salamat Negar Arabzadeh Mahdi Bashari Ebrahim Bagheri 83 0 0 11 Feb 2025
FactIR: A Real-World Zero-shot Open-Domain Retrieval Benchmark for Fact-Checking Venktesh V Vinay Setty HILM 174 0 0 09 Feb 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 193 1 0 07 Feb 2025
The Order Effect: Investigating Prompt Sensitivity to Input Order in LLMs Bryan Guan Tanya Roosta Peyman Passban Mehdi Rezagholizadeh 131 0 0 06 Feb 2025
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation Qinhan Yu Zhiyou Xiao Binghui Li Zhengren Wang Chong Chen Wentao Zhang RALM VLM 258 1 0 06 Feb 2025
Can Cross Encoders Produce Useful Sentence Embeddings? Haritha Ananthakrishnan Julian T Dolby Harsha Kokel Horst Samulowitz Kavitha Srinivas 92 1 0 05 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... Keqin Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 236 2 0 02 Feb 2025
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation Takyoung Kim Kyungjae Lee Y. Jang Ji Yong Cho Gangwoo Kim Minseok Cho Moontae Lee 288 1 0 28 Jan 2025
SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval Hossein A. Rahmani Xi Wang Emine Yilmaz Nick Craswell Bhaskar Mitra Paul Thomas 128 7 0 28 Jan 2025
Interpretability Analysis of Domain Adapted Dense Retrievers Goksenin Yuksel Jaap Kamps FAtt 56 0 0 24 Jan 2025
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval Vera Pavlova 86 1 0 20 Jan 2025
Guiding Retrieval using LLM-based Listwise Rankers Mandeep Rathee Sean MacAvaney Avishek Anand KELM LRM 155 6 0 17 Jan 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 150 28 0 17 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Yang Liu 126 0 0 06 Jan 2025
Interactive Information Need Prediction with Intent and Context Kevin Ros Dhyey Pandya ChengXiang Zhai 55 0 0 05 Jan 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Wenhu Chen MLLM VLM 197 29 0 03 Jan 2025
A Survey of Controllable Learning: Methods and Applications in Information Retrieval Chenglei Shen Xiao Zhang Teng Shi Changshuo Zhang Guofu Xie Jun Xu 148 6 0 03 Jan 2025
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice Federico Ravenda Seyed Ali Bahrainian Andrea Raballo Antonietta Mira Noriko Kando AI4MH 105 0 0 02 Jan 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 615 1 0 01 Jan 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Zhaochun Ren RALM ALM ELM LRM LM&MA 234 314 0 31 Dec 2024
Knowledge Editing through Chain-of-Thought Changyue Wang Weihang Su Qingyao Ai Yang Liu KELM 105 5 0 23 Dec 2024
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li Hao Fei 232 20 0 22 Dec 2024
DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering A. Lahiri Qinmin Vivian Hu 109 1 0 21 Dec 2024
From Correlation to Causation: Understanding Climate Change through Causal Analysis and LLM Interpretations Shan Shan AI4CE 103 2 0 21 Dec 2024
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference Benjamin Warner Antoine Chaffin Benjamin Clavié Orion Weller Oskar Hallström ... Tom Aarsen Nathan Cooper Griffin Adams Jeremy Howard Iacopo Poli 162 130 0 18 Dec 2024
RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service Yihang Cheng Lan Zhang Junyang Wang Mu Yuan Yunhao Yao 134 0 0 17 Dec 2024
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCO Umer Butt Stalin Veranasi Günter Neumann 153 0 0 17 Dec 2024
MST-R: Multi-Stage Tuning for Retrieval Systems and Metric Evaluation Yash Malviya Karan Dhingra Maneesh Singh 84 0 0 13 Dec 2024
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language Nikolay Banar Ehsan Lotfi Walter Daelemans 74 2 0 11 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text Philipp Christmann Gerhard Weikum LMTD RALM 153 5 0 10 Dec 2024
Adaptive Two-Phase Finetuning LLMs for Japanese Legal Text Retrieval Quang Hoang Trung Nguyen Van Hoang Phuc Le Trung Hoang Quang Huu Hieu Vo Nguyen Le Duy AILaw RALM 117 0 0 03 Dec 2024
Time-Reversal Provides Unsupervised Feedback to LLMs Yerram Varun Rahul Madhavan Sravanti Addepalli A. Suggala Karthikeyan Shanmugam Prateek Jain LRM SyDa 97 0 0 03 Dec 2024
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Tarun Suresh R. Reddy Yifei Xu Zach Nussbaum Andriy Mulyar Brandon Duderstadt Heng Ji 162 1 0 01 Dec 2024
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems Rafael Teixeira de Lima Shubham Gupta Cesar Berrospi Lokesh Mishra Michele Dolfi Peter W. J. Staar Panagiotis Vagenas 134 2 0 29 Nov 2024
A Comparative Study of Text Retrieval Models on DaReCzech Jakub Stetina Martin Fajcik Michal Stefanik Michal Hradis 113 0 0 19 Nov 2024
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events Yuanyuan Tian Wenwen Li Lei Hu Xinyu Chen Michael Brook Michael Brubaker Fan Zhang A. Liljedahl KELM 150 2 0 19 Nov 2024
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval Yongxu Liu Rui Meng Shafiq Joty Silvio Savarese Caiming Xiong Yingbo Zhou Semih Yavuz 161 8 0 19 Nov 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? Zongmeng Zhang Jinhua Zhu Wengang Zhou Xiang Qi Peng Zhang Haoyang Li 136 2 0 19 Nov 2024
Learning to Ask: Conversational Product Search via Representation Learning Jie Zou Jimmy Xiangji Huang Zhaochun Ren Evangelos Kanoulas 149 14 0 18 Nov 2024