Papers citing 'Dense Passage Retrieval for Open-Domain Question Answering'

Title
Do Retrieval-Augmented Language Models Adapt to Varying User Needs? Peilin Wu Xinlu Zhang Wenhao Yu Xingyu Liu Xinya Du Zhiyu Zoey Chen RALM 160 1 0 27 Feb 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases Y. Lei Haoyu Han Ryan Rossi Franck Dernoncourt Nedim Lipka M. Halappanavar Jiliang Tang Yu Wang 194 2 0 27 Feb 2025
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization Ryan Barron Maksim E. Eren Olga M. Serafimova Cynthia Matuszek Boian S. Alexandrov AILaw 208 4 0 27 Feb 2025
PhantomWiki: On-Demand Datasets for Reasoning and Retrieval Evaluation Albert Gong Kamilė Stankevičiūtė Chao-gang Wan Anmol Kabra Raphael Thesmar Johann Lee Julius Klenke Carla P. Gomes Kilian Q. Weinberger LRM RALM 176 2 0 27 Feb 2025
Reference-Aligned Retrieval-Augmented Question Answering over Heterogeneous Proprietary Documents Nayoung Choi Grace Byun Andrew Chung Ellie S. Paek S. Lee Jinho D. Choi RALM 387 0 0 26 Feb 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee MinHyung Lee Shinbok Lee Gaeun Seo 237 3 0 26 Feb 2025
END: Early Noise Dropping for Efficient and Effective Context Denoising Hongye Jin Pei Chen Jingfeng Yang Zhaoxiang Wang Meng Jiang ... Wei Wei Zheng Li Tianyi Liu Huasheng Li Bing Yin 558 1 0 26 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 207 8 0 25 Feb 2025
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation Haris Riaz Ellen Riloff Mihai Surdeanu RALM 197 0 0 25 Feb 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Peng Wang SyDa 170 1 0 25 Feb 2025
How Vital is the Jurisprudential Relevance: Law Article Intervened Legal Case Retrieval and Matching Nuo Xu Peijie Wang Zi Liang Junzhou Zhao X. Guan AILaw 151 0 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 107 3 0 25 Feb 2025
Dependency Parsing with the Structuralized Prompt Template Keunha Kim Youngjoong Ko 91 0 0 24 Feb 2025
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory Texts Jhon Rayo Raul de la Rosa Mario Garrido AILaw 64 1 0 24 Feb 2025
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts Zhenghao Liu Xingsheng Zhu Tianshuo Zhou Xinyi Zhang Xiaoyuan Yi Yukun Yan Yu Gu Ge Yu RALM VLM 93 5 0 24 Feb 2025
Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing Yi-Kai Zhang De-Chuan Zhan Han-Jia Ye ALM ELM LRM 315 6 0 24 Feb 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home Viktor Moskvoretskii M. Lysyuk Mikhail Salnikov Nikolay Ivanov Sergey Pletenev Daria Galimzianova Nikita Krayko Vasily Konovalov Irina Nikishina Sergey Petrakov RALM 180 8 0 24 Feb 2025
Chats-Grid: An Iterative Retrieval Q&A Optimization Scheme Leveraging Large Model and Retrieval Enhancement Generation in smart grid Yunfeng Li Jiqun Zhang Guofu Liao Xue Shi Junhong Liu 122 0 0 24 Feb 2025
Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries Yin Wu Quanyu Long Jing Li Jianfei Yu Wenya Wang VLM 152 8 0 23 Feb 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines Xinwei Long Zhiyuan Ma Ermo Hua Kaiyan Zhang Biqing Qi Bowen Zhou RALM 153 6 0 23 Feb 2025
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals Linda Zeng Rithwik Gupta Divij Motwani Diji Yang Yi Zhang AAML 210 4 0 22 Feb 2025
Wrong Answers Can Also Be Useful: PlausibleQA -- A Large-Scale QA Dataset with Answer Plausibility Scores Jamshid Mozafari Abdelrahman Abdallah Bhawna Piryani Adam Jatowt 179 0 0 22 Feb 2025
Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Yuan Tian Daniel Lee Fei Wu Tung Mai Kun Qian Siddhartha Sahai Tianyi Zhang Yunyao Li SyDa 139 2 0 21 Feb 2025
Question Answering with Texts and Tables through Deep Reinforcement Learning M. M. José Flávio Nakasato Cação Maria F. Ribeiro Rafael M. Cheang Paulo Pirozelli Fabio Gagliardi Cozman LMTD RALM 275 0 0 21 Feb 2025
UniASM: Binary Code Similarity Detection without Fine-tuning Yeming Gu Hui Shu Fei Kang Fan Hu 269 12 0 21 Feb 2025
DReSD: Dense Retrieval for Speculative Decoding Milan Gritta Huiyin Xue Gerasimos Lampouras RALM 295 0 0 21 Feb 2025
QUILL: Quotation Generation Enhancement of Large Language Models Jin Xiao Bowei Zhang Qianyu He Jiaqing Liang Feng Wei Jinglei Chen Zujie Liang Deqing Yang Yanghua Xiao HILM LRM 288 0 0 21 Feb 2025
D.Va: Validate Your Demonstration First Before You Use It Qi Zhang Zhiqing Xiao Ruixuan Xiao Lirong Gao Junbo Zhao 273 0 0 20 Feb 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar 3DV KELM 289 5 0 20 Feb 2025
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation Qitao Qin Yucong Luo Yihang Lu Zhibo Chu Xianwei Meng Xianwei Meng 82 0 0 19 Feb 2025
Savaal: Scalable Concept-Driven Question Generation to Enhance Human Learning Kimia Noorbakhsh Joseph Chandler Pantea Karimi M. Alizadeh H. Balakrishnan LRM 162 3 0 18 Feb 2025
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation Sha Li Naren Ramakrishnan RALM KELM 351 2 0 18 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation Hao Liu Zhengren Wang Xi Chen Zhiyu Li Feiyu Xiong Qinhan Yu Wentao Zhang LRM 191 5 0 18 Feb 2025
A Hybrid Cross-Stage Coordination Pre-ranking Model for Online Recommendation Systems Binglei Zhao Houying Qi Guang Xu Mian Ma Xiwei Zhao Feng Mei Sulong Xu Jinghe Hu 113 1 0 17 Feb 2025
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval Ze Liu Junjie Zhou Yueze Wang Zheng Liu Defu Lian OffRL 537 1 0 17 Feb 2025
Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control Jinyan Su Jennifer Healey Preslav Nakov Claire Cardie 3DV 154 1 0 17 Feb 2025
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment Jingcheng Deng Zhongtao Jiang Liang Pang Liwei Chen Kun Xu Zihao Wei Huawei Shen Xueqi Cheng 147 6 0 17 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 152 7 0 16 Feb 2025
MuDoC: An Interactive Multimodal Document-grounded Conversational AI System Karan Taneja Ashok K. Goel 250 3 0 14 Feb 2025
KIMAs: A Configurable Knowledge Integrated Multi-Agent System Zitao Li Fei Wei Yuexiang Xie Dawei Gao Weirui Kuang Zhijian Ma Bingchen Qian Yaliang Li Bolin Ding 267 1 0 13 Feb 2025
From Haystack to Needle: Label Space Reduction for Zero-shot Classification Nathan Vandemoortele Bram Steenwinckel F. Ongenae Sofie Van Hoecke VLM 118 0 0 12 Feb 2025
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection Yan Weng Fengbin Zhu Tong Ye Haoyan Liu Fuli Feng Tat-Seng Chua RALM 209 2 0 10 Feb 2025
Scalable k-Means Clustering for Large k via Seeded Approximate Nearest-Neighbor Search Jack Spalding-Jamieson Eliot Wong Robson D. Zheng 139 1 0 10 Feb 2025
FactIR: A Real-World Zero-shot Open-Domain Retrieval Benchmark for Fact-Checking Venktesh V Vinay Setty HILM 311 0 0 09 Feb 2025
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding Sukmin Cho S. Choi T. Hwang Jeongyeon Seo Soyeong Jeong Huije Lee Hoyun Song Jong C. Park Youngjin Kwon 155 2 0 08 Feb 2025
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art Ilias Azizi Karima Echihabi Themis Palpanas 168 17 0 08 Feb 2025
On Memory Construction and Retrieval for Personalized Conversational Agents Zhuoshi Pan Qianhui Wu Huiqiang Jiang Xufang Luo Hao Cheng ... Yue Yang Chin-Yew Lin H. Vicky Zhao Lili Qiu Jianfeng Gao RALM 199 10 0 08 Feb 2025
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture Sachin Kumar Rishi Gottimukkala Supriya Devidutta K. Spindler RALM KELM 3DV 121 0 0 07 Feb 2025
Hypencoder: Hypernetworks for Information Retrieval Julian Killingback Hansi Zeng Hamed Zamani 254 3 0 07 Feb 2025
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers Nicole Cho William Watson AAML HILM 331 0 0 06 Feb 2025