Title
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
exHarmony: Authorship and Citations for Benchmarking the Reviewer Assignment Problem Sajad Ebrahimi Sara Salamat Negar Arabzadeh Mahdi Bashari Ebrahim Bagheri 55 0 0 11 Feb 2025
FactIR: A Real-World Zero-shot Open-Domain Retrieval Benchmark for Fact-Checking Venktesh V Vinay Setty HILM 54 0 0 09 Feb 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 109 1 0 07 Feb 2025
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The Order Effect: Investigating Prompt Sensitivity to Input Order in LLMs Bryan Guan Tanya Roosta Peyman Passban Mehdi Rezagholizadeh 99 0 0 06 Feb 2025
Can Cross Encoders Produce Useful Sentence Embeddings? Haritha Ananthakrishnan Julian T Dolby Harsha Kokel Horst Samulowitz Kavitha Srinivas 66 0 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 105 2 0 02 Feb 2025
$LLMs can be Fooled into Labelling a Document as Relevant (best caf\é near me; this paper is perfectly relevant)$ LLMs can be Fooled into Labelling a Document as Relevant (best caf\é near me; this paper is perfectly relevant) Marwah Alaofi Paul Thomas Falk Scholer Mark Sanderson 51 15 0 29 Jan 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 159 0 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 79 4 0 28 Jan 2025
Interpretability Analysis of Domain Adapted Dense Retrievers Goksenin Yuksel Jaap Kamps FAtt 34 0 0 24 Jan 2025
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval Vera Pavlova 52 2 0 20 Jan 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 82 19 0 17 Jan 2025
Guiding Retrieval using LLM-based Listwise Rankers Mandeep Rathee Sean MacAvaney Avishek Anand KELM LRM 67 4 0 17 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Yong-Jin Liu 51 0 0 06 Jan 2025
Interactive Information Need Prediction with Intent and Context Kevin Ros Dhyey Pandya ChengXiang Zhai 36 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 51 20 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 71 5 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 34 0 0 03 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 184 0 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 Z. Ren RALM ALM ELM LRM LM&MA 76 285 0 31 Dec 2024
Knowledge Editing through Chain-of-Thought Changyue Wang Weihang Su Qingyao Ai Yong-Jin Liu KELM 64 1 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 116 8 0 22 Dec 2024
DragonVerseQA: Open-Domain Long-Form Context-Aware Question-Answering A. Lahiri Qinmin Vivian Hu 66 1 0 21 Dec 2024
From Correlation to Causation: Understanding Climate Change through Causal Analysis and LLM Interpretations Shan Shan AI4CE 72 1 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 90 79 0 18 Dec 2024
RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service Yihang Cheng Lan Zhang Junyang Wang Mu Yuan Yunhao Yao 82 0 0 17 Dec 2024
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCO Umer Butt Stalin Veranasi Günter Neumann 79 0 0 17 Dec 2024
MST-R: Multi-Stage Tuning for Retrieval Systems and Metric Evaluation Yash Malviya Karan Dhingra Maneesh Singh 77 0 0 13 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text Philipp Christmann Gerhard Weikum LMTD RALM 85 3 0 10 Dec 2024
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations Niall McGuire Yashar Moshfeghi 45 0 0 09 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 81 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 64 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 89 3 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 87 1 0 29 Nov 2024
A Comparative Study of Text Retrieval Models on DaReCzech Jakub Stetina Martin Fajcik Michal Stefanik Michal Hradis 83 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 83 1 0 19 Nov 2024
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval Y. Liu Rui Meng Chenyu You Silvio Savarese Caiming Xiong Yingbo Zhou Semih Yavuz 94 3 0 19 Nov 2024
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? Zongmeng Zhang Jinhua Zhu Wengang Zhou Xiang Qi Peng Zhang Yiming Li 70 1 0 19 Nov 2024
Learning to Ask: Conversational Product Search via Representation Learning Jie Zou Jimmy Xiangji Huang Zhaochun Ren Evangelos Kanoulas 104 11 0 18 Nov 2024
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust Vera Pavlova Mohammed Makhlouf 31 1 0 09 Nov 2024
Annotative Indexing Charles L. A. Clarke 5 0 0 09 Nov 2024
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass Tong Chen Hao Fang Patrick Xia Xiaodong Liu Benjamin Van Durme Luke Zettlemoyer Jianfeng Gao Hao Cheng KELM 56 2 0 08 Nov 2024
Self-Calibrated Listwise Reranking with Large Language Models Ruiyang Ren Yuhao Wang K. Zhou Wayne Xin Zhao Luu Anh Tuan Jing Liu Zhicheng Dou Tat-Seng Chua LRM KELM 43 0 0 07 Nov 2024
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models Chuhan Li Ziyao Shangguan Yilun Zhao Deyuan Li Y. Liu Arman Cohan 34 0 0 06 Nov 2024
Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation Yuhang Liu Xueyu Hu Shengyu Zhang Jingyuan Chen Fan Wu Fei Wu RALM 40 0 0 06 Nov 2024
A Natural Language Processing Approach to Support Biomedical Data Harmonization: Leveraging Large Language Models Zexu Li Suraj P. Prabhu Zachary T. Popp Shubhi S. Jain Vijetha Balakundi T. F. Ang R. Au Jinying Chen 27 0 0 05 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee M. Shoeybi Jimmy J. Lin Bryan Catanzaro Ming-Yu Liu 70 12 0 04 Nov 2024
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output Hithesh Sankararaman Mohammed Nasheed Yasin Tanner Sorensen Alessandro Di Bari Andreas Stolcke HILM 35 0 0 01 Nov 2024