Title
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust Vera Pavlova Mohammed Makhlouf 73 1 0 09 Nov 2024
Annotative Indexing Charles L. A. Clarke 88 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 126 2 0 08 Nov 2024
Self-Calibrated Listwise Reranking with Large Language Models Ruiyang Ren Yuhao Wang K. Zhou Wayne Xin Zhao Wenjie Wang Jing Liu Ji-Rong Wen Tat-Seng Chua LRM KELM 75 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 Yongxu Liu Arman Cohan 80 3 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 Leilei Gan 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 41 0 0 05 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee Mohammad Shoeybi Jimmy J. Lin Bryan Catanzaro Ming-Yu Liu 301 20 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 1 0 01 Nov 2024
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation Ziyi Wang Haitao Yuan Wei Dong Gao Cong Feifei Li 3DV 76 1 0 01 Nov 2024
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models Yucheng Zhang Qinfeng Li Tianyu Du Xuhong Zhang Xinkui Zhao Zhengwen Feng Yuxiang Cai AAML SILM 90 6 0 30 Oct 2024
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models Tanmay Parekh Pradyot Prakash Alexander Radovic Akshay Shekher Denis Savenkov LRM 378 2 0 30 Oct 2024
AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline Dongkyu Kim Byoungwook Kim Donggeon Han Matouš Eibich 88 15 0 28 Oct 2024
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented Generation Yen-Shan Chen Jing Jin Peng-Ting Kuo Chao-Wei Huang Yun-Nung Chen 35 1 0 28 Oct 2024
RARe: Retrieval Augmented Retrieval with In-Context Examples Atula Tejaswi Yoonsang Lee Sujay Sanghavi Eunsol Choi RALM LRM 62 1 0 26 Oct 2024
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation Mingrui Liu Sixiao Zhang Cheng Long AAML 156 4 0 26 Oct 2024
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels Lei Li Xiangxu Zhang Xiao Zhou Zheng Liu VLM RALM 119 3 0 26 Oct 2024
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 174 2 0 26 Oct 2024
Multi-Field Adaptive Retrieval Millicent Li Tongfei Chen Benjamin Van Durme Patrick Xia 450 1 0 26 Oct 2024
Improving Model Factuality with Fine-grained Critique-based Evaluator Yiqing Xie Wenxuan Zhou Pradyot Prakash Di Jin Yuning Mao ... Sinong Wang Han Fang Carolyn Rose Daniel Fried Hejia Zhang HILM 167 8 0 24 Oct 2024
Improving Pinterest Search Relevance Using Large Language Models Han Wang Mukuntha Narayanan Sundararaman Onur Gungor Yu Xu Krishna Kamath Rakesh Chalasani Kurchi Subhra Hazra Jinfeng Rao LRM 64 1 0 22 Oct 2024
HyQE: Ranking Contexts with Hypothetical Query Embeddings Weichao Zhou Jiaxin Zhang Hilaf Hasson Anu Singh Wenchao Li RALM 55 2 0 20 Oct 2024
Large Language Models Are Overparameterized Text Encoders Thennal D K Tim Fischer Chris Biemann 85 2 0 18 Oct 2024
Backdoored Retrievers for Prompt Injection Attacks on Retrieval Augmented Generation of Large Language Models Cody Clop Yannick Teglia AAML SILM RALM 121 4 0 18 Oct 2024
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards Xinze Li Sen Mei Zhenghao Liu Yukun Yan Shuo Wang ... Haotian Chen Ge Yu Zhiyuan Liu Maosong Sun Chenyan Xiong 106 12 0 17 Oct 2024
MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems Nandan Thakur Suleman Kazi Ge Luo Jimmy J. Lin Amin Ahmad VLM RALM 210 7 0 17 Oct 2024
Starbucks-v2: Improved Training for 2D Matryoshka Embeddings Shengyao Zhuang Shuai Wang Fabio Zheng Bevan Koopman Guido Zuccon 39 3 0 17 Oct 2024
Evaluation of Attribution Bias in Retrieval-Augmented Large Language Models Amin Abolghasemi Leif Azzopardi Seyyed Hadi Hashemi Maarten de Rijke Suzan Verberne 74 1 0 16 Oct 2024
Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval Hai-Long Nguyen Tan-Minh Nguyen Duc-Minh Nguyen Thi-Hai-Yen Vuong Ha-Thanh Nguyen X. Phan AILaw LRM 54 1 0 16 Oct 2024
LargePiG: Your Large Language Model is Secretly a Pointer Generator Zhongxiang Sun Zihua Si Xiaoxue Zang Kai Zheng Yang Song Xiao Zhang Jun Xu HILM RALM 82 0 0 15 Oct 2024
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos Arpan Phukan Manish Gupta Asif Ekbal VGen 82 0 0 13 Oct 2024
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA Maharshi Gor Hal Daumé III Dinesh Manocha Jordan Boyd-Graber ELM AI4MH LRM 66 4 0 09 Oct 2024
RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine Nayoung Choi Youngjune Lee Gyu-Hwung Cho Haeyu Jeong Jungmin Kong ... S. Cho Inchang Jeong Gyohee Nam Sunghoon Han Wonil Yang RALM 75 0 0 08 Oct 2024
Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation Bolei He Nuo Chen Xinran He Lingyong Yan Zhenkai Wei Jinchang Luo Zhen-Hua Ling RALM LRM 40 2 0 08 Oct 2024
Contrastive Learning to Improve Retrieval for Real-world Fact Checking Aniruddh Sriram Fangyuan Xu Eunsol Choi Greg Durrett 58 1 0 07 Oct 2024
ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation Yuelyu Ji Zhuochun Li Rui Meng Daqing He LRM 71 3 0 07 Oct 2024
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross Encoders Jakub Pokrywka 56 1 0 06 Oct 2024
Contextual Document Embeddings John X. Morris Alexander M. Rush 95 9 0 03 Oct 2024
HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly Howard Yen Tianyu Gao Minmin Hou Ke Ding Daniel Fleischer Peter Izsak Moshe Wasserblat Danqi Chen ALM ELM 139 37 0 03 Oct 2024
MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences Genta Indra Winata David Anugraha Lucky Susanto Garry Kuwanto Derry Wijaya 169 11 0 03 Oct 2024
How to Train Long-Context Language Models (Effectively) Tianyu Gao Alexander Wettig Howard Yen Danqi Chen RALM 202 48 0 03 Oct 2024
Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting Longyu Feng Mengze Hong Chen Jason Zhang 72 2 0 02 Oct 2024
PairDistill: Pairwise Relevance Distillation for Dense Retrieval Chao-Wei Huang Yun-Nung Chen 84 1 0 02 Oct 2024
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems Zhengren Wang Qinhan Yu Shida Wei Zhiyu Li Feiyu Xiong Xiaoxing Wang Pengnian Qi Hao Liang Wentao Zhang RALM 136 1 0 30 Sep 2024
Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model Nilanjan Sinhababu Andrew Parry Debasis Ganguly D. Samanta Pabitra Mitra 104 4 0 26 Sep 2024
T3: A Novel Zero-shot Transfer Learning Framework Iteratively Training on an Assistant Task for a Target Task Xindi Tong Yujin Zhu Shijian Fan Liang Xu 130 1 0 26 Sep 2024
Open-World Evaluation for Retrieving Diverse Perspectives Hung-Ting Chen Eunsol Choi 135 0 0 26 Sep 2024
Results of the Big ANN: NeurIPS'23 competition H. Simhadri Martin Aumüller Amir Ingber Matthijs Douze G. Williams ... Yizhuo Chen W. J. Zheng Zihao Wan Jie Yin Ben Huang 68 10 0 25 Sep 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval Yoonsang Lee Minsoo Kim Seung-won Hwang RALM 53 1 0 25 Sep 2024
RAGProbe: An Automated Approach for Evaluating RAG Applications Shangeetha Sivasothy Scott Barnett Stefanus Kurniawan Zafaryab Rasool Rajesh Vasa 68 6 0 24 Sep 2024