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
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning S. Wang L. Zhang Zheren Fu Zhendong Mao 22 0 0 15 May 2025
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging Hongjin Qian Zheng Liu RALM LRM 38 0 0 14 May 2025
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation Kazuki Hayashi Hidetaka Kamigaito Shinya Kouda Taro Watanabe RALM 31 0 0 13 May 2025
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence Yu Qiao Huy Q. Le Avi Deb Raha Phuong-Nam Tran Apurba Adhikary Mengchun Zhang Loc X. Nguyen Eui-nam Huh Dusit Niyato C. Hong AI4CE 31 0 0 11 May 2025
VR-RAG: Open-vocabulary Species Recognition with RAG-Assisted Large Multi-Modal Models F. Khan Jun Chen Youssef Mohamed Chun-Mei Feng Mohamed Elhoseiny VLM 33 0 0 08 May 2025
YABLoCo: Yet Another Benchmark for Long Context Code Generation Aidar Valeev Roman Garaev Vadim Lomshakov Irina Piontkovskaya Vladimir Ivanov Israel Adewuyi 45 0 0 07 May 2025
RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Sebastian Barros AI4TS 36 0 0 06 May 2025
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning Murtadha Ahmed Wenbo Liu yunfeng 41 0 0 02 May 2025
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA Xuanzhao Dong Wenhui Zhu Hao Wang Xiwen Chen Peijie Qiu Rui Yin Yi Su Y. Wang RALM MedIm 52 0 0 30 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Bo Li Y. Song Jin Dong Jianxin Li Philip S. Yu 71 1 0 27 Apr 2025
MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation Chanhee Park Hyeonseok Moon Chanjun Park Heuiseok Lim RALM 58 0 0 23 Apr 2025
The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models Ronak Pradeep Nandan Thakur Shivani Upadhyay Daniel Fernando Campos Nick Craswell Jimmy Lin 31 0 0 21 Apr 2025
Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges Nandan Thakur Ronak Pradeep Shivani Upadhyay Daniel Fernando Campos Nick Craswell Jimmy Lin ELM 38 0 0 21 Apr 2025
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents Nandan Thakur Jimmy J. Lin Sam Havens Michael Carbin Omar Khattab Andrew Drozdov 36 2 0 17 Apr 2025
Retrieval-Augmented Generation with Conflicting Evidence Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal RALM 73 1 0 17 Apr 2025
Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance S. Liu Zhenzhe Zheng Xiaoyao Huang Fan Wu Guihai Chen Jie Wu 30 0 0 15 Apr 2025
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation Hanmeng Zhong Linqing Chen Weilei Wang Wentao Wu 28 0 0 15 Apr 2025
HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection Mohamed A. Abdallah S. El-Beltagy HILM 33 1 0 14 Apr 2025
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented Generation Alireza Salemi Chris Samarinas Hamed Zamani 31 0 0 10 Apr 2025
Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation Teng Shi Jun Xu Xiao Zhang Xiaoxue Zang Kai Zheng Yang Song Han Li RALM 3DV 38 0 0 08 Apr 2025
Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness Dongzhuoran Zhou Yuqicheng Zhu Yuan He Jiaoyan Chen Evgeny Kharlamov Steffen Staab RALM 49 0 0 07 Apr 2025
UniRVQA: A Unified Framework for Retrieval-Augmented Vision Question Answering via Self-Reflective Joint Training Jiaqi Deng Kaize Shi Zonghan Wu Huan Huo Dingxian Wang Guandong Xu 21 0 0 05 Apr 2025
The Use of Gaze-Derived Confidence of Inferred Operator Intent in Adjusting Safety-Conscious Haptic Assistance Jeremy D. Webb Michael Bowman Songpo Li Xiaoli Zhang 34 0 0 04 Apr 2025
CoRAG: Collaborative Retrieval-Augmented Generation Aashiq Muhamed Mona Diab Virginia Smith 30 0 0 02 Apr 2025
Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding Sakhinana Sagar Srinivas Venkataramana Runkana OffRL 47 1 0 02 Apr 2025
MHTS: Multi-Hop Tree Structure Framework for Generating Difficulty-Controllable QA Datasets for RAG Evaluation Jeongsoo Lee Daeyong Kwon Kyohoon Jin Junnyeong Jeong Minwoo Sim Minwoo Kim 29 0 0 29 Mar 2025
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search Yunhai Hu Yilun Zhao Chen Zhao Arman Cohan ReLM LRM 90 1 0 26 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 28 0 0 23 Mar 2025
RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code Generation Linxi Liang Jing Gong Mingwei Liu Chong Wang Guangsheng Ou Yanlin Wang Xin Peng Zibin Zheng ALM 64 0 0 21 Mar 2025
Typed-RAG: Type-aware Multi-Aspect Decomposition for Non-Factoid Question Answering DongGeon Lee Ahjeong Park Hyeri Lee Hyeonseo Nam Yunho Maeng 38 1 0 20 Mar 2025
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models Baolong Bi Shenghua Liu Y. Wang Yilong Xu Junfeng Fang Lingrui Mei Xueqi Cheng KELM 61 4 0 20 Mar 2025
From "Hallucination" to "Suture": Insights from Language Philosophy to Enhance Large Language Models Qiantong Wang HILM LRM 72 0 0 18 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 49 6 0 18 Mar 2025
Considering Length Diversity in Retrieval-Augmented Summarization Juseon-Do Jaesung Hwang Jingun Kwon Hidetaka Kamigaito Manabu Okumura 60 0 0 12 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Q. Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 70 3 0 11 Mar 2025
DAFE: LLM-Based Evaluation Through Dynamic Arbitration for Free-Form Question-Answering Sher Badshah Hassan Sajjad 60 1 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 41 0 0 04 Mar 2025
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks Umar Ali Khan Ekram Khan Fiza Khan A. A. Moinuddin 48 0 0 02 Mar 2025
Fine-Grained Retrieval-Augmented Generation for Visual Question Answering Zhengxuan Zhang Yin Wu Yuyu Luo Nan Tang 35 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 56 0 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 73 0 0 27 Feb 2025
From Retrieval to Generation: Comparing Different Approaches Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Mohammed Ali Adam Jatowt RALM 60 0 0 27 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 69 1 0 25 Feb 2025
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA S M Sarwar 77 1 0 25 Feb 2025
Uncertainty Quantification in Retrieval Augmented Question Answering Laura Perez-Beltrachini Mirella Lapata RALM 43 0 0 25 Feb 2025
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation Jinyuan Fang Zaiqiao Meng Craig Macdonald RALM 53 1 0 25 Feb 2025
Machine learning and high dimensional vector search Matthijs Douze 63 0 0 24 Feb 2025
Evaluating the Effect of Retrieval Augmentation on Social Biases Tianhui Zhang Yi Zhou Danushka Bollegala 36 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 44 1 0 23 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 KELM 3DV 56 2 0 21 Feb 2025