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Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

2 July 2020

Papers citing "Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering"

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Title
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search Yunhai Hu Yilun Zhao Chen Zhao Arman Cohan ReLM LRM 294 3 0 26 Mar 2025
GINGER: Grounded Information Nugget-Based Generation of ResponsesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Weronika Łajewska K. Balog 165 3 0 23 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 251 2 0 23 Mar 2025
RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation Linxi Liang Jing Gong Wentai Deng Chong Wang Guangsheng Ou Yanlin Wang Xin Peng Zibin Zheng ALM 159 4 0 21 Mar 2025
Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation DongGeon Lee Ahjeong Park Hyeri Lee Hyeonseo Nam Yunho Maeng 132 3 0 20 Mar 2025
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models Baolong Bi Shenghua Liu Longji Xu Yilong Xu Cunchun Li Shansong Liu Xueqi Cheng KELM 245 21 0 20 Mar 2025
Long Context Modeling with Ranked Memory-Augmented Retrieval Ghadir Alselwi Hao Xue Shoaib Jameel Basem Suleiman Flora D. Salim Imran Razzak Imran Razzak RALM 247 0 0 19 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation ServingInternational Symposium on Computer Architecture (ISCA), 2025 Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 316 24 0 18 Mar 2025
From "Hallucination" to "Suture": Insights from Language Philosophy to Enhance Large Language Models Qiantong Wang HILM LRM 108 0 0 18 Mar 2025
Considering Length Diversity in Retrieval-Augmented SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Juseon-Do Jaesung Hwang Jingun Kwon Hidetaka Kamigaito Manabu Okumura 172 1 0 12 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Tong Xu 3DV 326 31 0 11 Mar 2025
CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering Sher Badshah Moamen Moustafa Hassan Sajjad 258 3 0 11 Mar 2025
RAAD-LLM: Adaptive Anomaly Detection Using LLMs and RAG Integration Alicia Russell-Gilbert Sudip Mittal Shahram Rahimi Maria Seale Joseph E. Jabour Thomas Arnold Joshua Church 289 7 0 04 Mar 2025
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks Umar Ali Khan Ekram Khan Fiza Khan A. A. Moinuddin 323 0 0 02 Mar 2025
Fine-Grained Knowledge Structuring and Retrieval for Visual Question Answering Zhengxuan Zhang Yin Wu Yuyu Luo Nan Tang 282 0 0 28 Feb 2025
The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems Chanwoo Choi Jinsoo Kim Sukmin Cho Soyeong Jeong Buru Chang 279 3 0 28 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 322 8 0 27 Feb 2025
From Retrieval to Generation: Comparing Different Approaches Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Mohammed Ali Adam Jatowt RALM 199 3 0 27 Feb 2025
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jinyuan Fang Zaiqiao Meng Craig Macdonald RALM 745 5 0 25 Feb 2025
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA S M Sarwar 342 2 0 25 Feb 2025
Uncertainty Quantification in Retrieval Augmented Question Answering Laura Perez-Beltrachini Mirella Lapata RALM 455 4 0 25 Feb 2025
MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks Hyeonjeong Ha Qiusi Zhan Jeonghwan Kim Dimitrios Bralios Saikrishna Sanniboina Nanyun Peng Kai-Wei Chang Daniel Kang Heng Ji KELM AAML 311 9 0 25 Feb 2025
Evaluating the Effect of Retrieval Augmentation on Social Biases Tianhui Zhang Yi Zhou Danushka Bollegala 189 1 0 24 Feb 2025
Machine learning and high dimensional vector searchIEEE Data Engineering Bulletin (DEB), 2025 Matthijs Douze 268 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 219 9 0 23 Feb 2025
Question Answering with Texts and Tables through Deep Reinforcement LearningBrazilian Conference on Intelligent Systems (BRACIS), 2024 M. M. José Flávio Nakasato Cação Maria F. Ribeiro Rafael M. Cheang Paulo Pirozelli Fabio Gagliardi Cozman LMTD RALM 411 0 0 21 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 885 4 0 21 Feb 2025
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse Jingbo Yang Bairu Hou Wei Wei Yujia Bao Shiyu Chang VLM 576 17 0 21 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 482 13 0 20 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Hao Liu Zhengren Wang Xi Chen Zhiyu Li Feiyu Xiong Qinhan Yu Feiyu Xiong LRM 422 16 0 18 Feb 2025
RA-MTR: A Retrieval Augmented Multi-Task Reader based Approach for Inspirational Quote Extraction from Long DocumentsInternational Conference on Computational Linguistics (COLING), 2025 Sayantan Adak Animesh Mukherjee RALM 144 0 0 17 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jimeng Sun Jiawei Han RALM 438 8 0 16 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 343 1 0 13 Feb 2025
MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational AgentsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Wanqi Yang Yongqian Li Meng Fang Lawrence Yunliang Chen 255 1 0 09 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 209 0 0 07 Feb 2025
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy Rishabh Uapadhyay Marco Viviani 368 14 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 363 0 0 06 Feb 2025
Context-Aware Hierarchical Merging for Long Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Litu Ou Mirella Lapata MoMe 967 2 0 03 Feb 2025
RbFT: Robust Fine-tuning for Retrieval-Augmented Generation against Retrieval DefectsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Yiteng Tu Weihang Su Yujia Zhou Wenshu Fan Jiaxin Mao RALM 566 11 0 30 Jan 2025
Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting Fanpu Cao Shu Yang Zhengjian Chen Ye Liu Laizhong Cui AI4TS 177 0 0 28 Jan 2025
Parametric Retrieval Augmented GenerationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Weihang Su Yichen Tang Jiaxin Mao Junxi Yan C. Wang Hongning Wang Ziyi Ye Yujia Zhou Wenshu Fan 148 17 0 28 Jan 2025
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Shi-Qi Yan Quan Liu Zhen-Hua Ling RALM 141 1 0 23 Jan 2025
Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature ReviewInternational Conference on Human Factors in Computing Systems (CHI), 2025 Rock Yuren Pang Hope Schroeder Kynnedy Simone Smith Solon Barocas Ziang Xiao Emily Tseng Danielle Bragg 332 18 0 22 Jan 2025
Episodic Memories Generation and Evaluation Benchmark for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2025 Alexis Huet Zied Ben-Houidi Dario Rossi LLMAG 169 7 0 21 Jan 2025
SteLLA: A Structured Grading System Using LLMs with RAGBigData Congress [Services Society] (BSS), 2024 Hefei Qiu Brian White Ashley Ding Reinaldo Costa Ali Hachem Wei Ding Ping Chen AI4Ed 323 4 0 17 Jan 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG Philhoon Oh Jinwoo Shin Hyunjung Shim 3DV 982 0 0 13 Jan 2025
Foundations of GenIR Jiaxin Mao Jingtao Zhan Wenshu Fan 214 0 0 06 Jan 2025
Personalized Graph-Based Retrieval for Large Language Models Steven Au Cameron J. Dimacali Ojasmitha Pedirappagari Namyong Park Franck Dernoncourt Yu Wang Nikos Kanakaris Hanieh Deilamsalehy Ryan Rossi Nesreen K. Ahmed RALM 207 4 0 04 Jan 2025
From Reading to Compressing: Exploring the Multi-document Reader for Prompt CompressionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Eunseong Choi Sunkyung Lee Minjin Choi June Park Jongwuk Lee 336 5 0 03 Jan 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding TasksInternational Conference on Learning Representations (ICLR), 2024 Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Lei Ma MLLM VLM 468 89 0 03 Jan 2025

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Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

Papers citing "Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering"