Title
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation Zihan Wang Haitao Yuan Wei Dong Gao Cong Feifei Li 3DV 50 35 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 Jianwei Yin AAML SILM 53 5 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 83 1 0 30 Oct 2024
AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline Dongkyu Kim Byoungwook Kim Donggeon Han Matouš Eibich 40 8 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 (Vivian) Chen 27 1 0 28 Oct 2024
RARe: Retrieval Augmented Retrieval with In-Context Examples Atula Tejaswi Yoonsang Lee Sujay Sanghavi Eunsol Choi RALM LRM 25 1 0 26 Oct 2024
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels Lei Li Xiangxu Zhang Xiao Zhou Z. Liu VLM RALM 48 2 0 26 Oct 2024
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation Mingrui Liu Sixiao Zhang Cheng Long AAML 65 2 0 26 Oct 2024
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 75 1 0 26 Oct 2024
Multi-Field Adaptive Retrieval Millicent Li Tongfei Chen Benjamin Van Durme Patrick Xia 160 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 33 6 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 30 1 0 22 Oct 2024
HyQE: Ranking Contexts with Hypothetical Query Embeddings Weichao Zhou Jiaxin Zhang Hilaf Hasson Anu Singh Wenchao Li RALM 30 1 0 20 Oct 2024
Large Language Models Are Overparameterized Text Encoders Thennal D K Tim Fischer Chris Biemann 46 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 47 2 0 18 Oct 2024
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards Xinze Li Sen Mei Zhenghao Liu Yukun Yan Shuo Wang ... Huimin Chen Ge Yu Zhiyuan Liu Maosong Sun Chenyan Xiong 50 7 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 28 7 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 39 0 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 29 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 42 0 0 15 Oct 2024
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos Arpan Phukan Manish Gupta Asif Ekbal VGen 47 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 23 1 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 39 3 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 30 1 0 08 Oct 2024
Contrastive Learning to Improve Retrieval for Real-world Fact Checking Aniruddh Sriram Fangyuan Xu Eunsol Choi Greg Durrett 32 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 31 3 0 07 Oct 2024
Passage Retrieval of Polish Texts Using OKAPI BM25 and an Ensemble of Cross Encoders Jakub Pokrywka 21 1 0 06 Oct 2024
Contextual Document Embeddings John X. Morris Alexander M. Rush 29 7 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 62 25 0 03 Oct 2024
How to Train Long-Context Language Models (Effectively) Tianyu Gao Alexander Wettig Howard Yen Danqi Chen RALM 72 38 0 03 Oct 2024
MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences Genta Indra Winata David Anugraha Lucky Susanto Garry Kuwanto Derry Wijaya 42 7 0 03 Oct 2024
Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting Longyu Feng Mengze Hong Chen Jason Zhang 41 2 0 02 Oct 2024
PairDistill: Pairwise Relevance Distillation for Dense Retrieval Chao-Wei Huang Yun-Nung Chen 35 1 0 02 Oct 2024
QAEncoder: Towards Aligned Representation Learning in Question Answering System Zhengren Wang Qinhan Yu Shida Wei Zhiyu Li Zhiyu Li Xiaoxing Wang Simin Niu Hao Liang Wentao Zhang RALM 29 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 36 3 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 61 1 0 26 Sep 2024
Open-World Evaluation for Retrieving Diverse Perspectives Hung-Ting Chen Eunsol Choi 35 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 24 5 0 25 Sep 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval Yoonsang Lee Minsoo Kim Seung-won Hwang RALM 28 0 0 25 Sep 2024
RAGProbe: An Automated Approach for Evaluating RAG Applications Shangeetha Sivasothy Scott Barnett Stefanus Kurniawan Zafaryab Rasool Rajesh Vasa 42 5 0 24 Sep 2024
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval Qiuhai Zeng Zimeng Qiu Dae Yon Hwang Xin He William M. Campbell RALM 29 0 0 24 Sep 2024
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios Hai Lin Shaoxiong Zhan Junyou Su Haitao Zheng Hui Wang RALM 34 1 0 24 Sep 2024
Making Text Embedders Few-Shot Learners Chaofan Li Minghao Qin Shitao Xiao Jianlyu Chen Kun Luo Yingxia Shao Defu Lian Zheng Liu 35 23 0 24 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 44 35 0 23 Sep 2024
Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling Benjamin Clavié Antoine Chaffin Griffin Adams 36 2 0 23 Sep 2024
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering Georgios Sidiropoulos Evangelos Kanoulas RALM 27 0 0 20 Sep 2024
Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models Orion Weller Benjamin Van Durme Dawn J Lawrie Ashwin Paranjape Yuhao Zhang Jack Hessel LRM RALM 57 17 0 17 Sep 2024
GenCRF: Generative Clustering and Reformulation Framework for Enhanced Intent-Driven Information Retrieval Wonduk Seo Haojie Zhang Yueyang Zhang Changhao Zhang Songyao Duan Lixin Su Daiting Shi Jiashu Zhao Dawei Yin 42 1 0 17 Sep 2024
jina-embeddings-v3: Multilingual Embeddings With Task LoRA Saba Sturua Isabelle Mohr Mohammad Kalim Akram Michael Gunther Bo Wang ... Feng Wang Georgios Mastrapas Andreas Koukounas Nan Wang Han Xiao RALM 45 25 0 16 Sep 2024
A Benchmark Dataset with Larger Context for Non-Factoid Question Answering over Islamic Text Faiza Qamar Seemab Latif R. Latif 31 1 0 15 Sep 2024