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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
Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs Reham Omar Abdelghny Orogat Ibrahim Abdelaziz Omij Mangukiya Panos Kalnis Essam Mansour 150 0 0 26 Nov 2025
Rethinking Retrieval: From Traditional Retrieval Augmented Generation to Agentic and Non-Vector Reasoning Systems in the Financial Domain for Large Language Models Elias Lumer Matt Melich Olivia Zino Elena Kim Sara Dieter Pradeep Honaganahalli Basavaraju Vamse Kumar Subbiah James A. Burke Roberto Hernandez 3DV RALM AIFin 198 0 0 22 Nov 2025
Parametric Retrieval-Augmented Generation using Latent Routing of LoRA Adapters Zhan Su Fengran Mo Jian-yun Nie 77 0 0 21 Nov 2025
Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination Y. Tang Daiki Shimada Hang Hua Chao Huang Jing Bi Rogerio Feris Chenliang Xu 225 0 0 21 Nov 2025
Do LLMs and Humans Find the Same Questions Difficult? A Case Study on Japanese Quiz Answering Naoya Sugiura Kosuke Yamada Yasuhiro Ogawa Katsuhiko Toyama Ryohei Sasano 81 0 0 15 Nov 2025
ScaleFormer: Span Representation Cumulation for Long-Context Transformer Jiangshu Du Wenpeng Yin Philip S. Yu 17 0 0 13 Nov 2025
Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG Bo Li Tian Tian Zhenghua Xu Hao Cheng Shikun Zhang Wei Ye 200 0 0 13 Nov 2025
Towards Hyper-Efficient RAG Systems in VecDBs: Distributed Parallel Multi-Resolution Vector Search Dong Liu Yanxuan Yu 60 0 0 12 Nov 2025
TARG: Training-Free Adaptive Retrieval Gating for Efficient RAG Yufeng Wang Lu wei Haibin Ling 96 0 0 12 Nov 2025
Catching Contamination Before Generation: Spectral Kill Switches for Agents Valentin Noël 72 0 0 08 Nov 2025
BudgetMem: Learning Selective Memory Policies for Cost-Efficient Long-Context Processing in Language Models Chandra Vamsi Krishna Alla Harish Naidu Gaddam Manohar Kommi RALM 254 0 0 07 Nov 2025
SDS KoPub VDR: A Benchmark Dataset for Visual Document Retrieval in Korean Public Documents Jaehoon Lee Sohyun Kim Wanggeun Park Geon Lee Seungkyung Kim Minyoung Lee 122 0 0 07 Nov 2025
DMA: Online RAG Alignment with Human Feedback Yu Bai Yukai Miao Dawei Wang Li Chen Fei Long ... Yanyu Ren Tianfeng Liu Hongtao Xie Ce Yang Xuhui Cai 146 0 0 06 Nov 2025
When retrieval outperforms generation: Dense evidence retrieval for scalable fake news detection Alamgir Munir Qazi John P. McCrae Jamal Abdul Nasir RALM 151 0 0 06 Nov 2025
Rescuing the Unpoisoned: Efficient Defense against Knowledge Corruption Attacks on RAG Systems Minseok Kim Hankook Lee Hyungjoon Koo AAML SILM 165 0 0 03 Nov 2025
Explore More, Learn Better: Parallel MLLM Embeddings under Mutual Information Minimization Zhicheng Wang Chen Ju X. Chen Shuai Xiao Jinsong Lan Xiaoyong Zhu Ying Chen Zhiguo Cao 185 0 0 03 Nov 2025
RAGSmith: A Framework for Finding the Optimal Composition of Retrieval-Augmented Generation Methods Across Datasets Muhammed Yusuf Kartal Suha Kagan Kose Korhan Sevinç Burak Aktas 90 0 0 03 Nov 2025
OceanAI: A Conversational Platform for Accurate, Transparent, Near-Real-Time Oceanographic Insights Bowen Chen Jayesh Gajbhar Gregory Dusek Rob Redmon Patrick Hogan Paul Liu DelWayne Bohnenstiehl Dongkuan Xu Ruoying He 112 0 0 02 Nov 2025
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation Song Wang Zihan Chen Peng Wang Zhepei Wei Zhen Tan Yu Meng Cong Shen Jundong Li 161 1 0 01 Nov 2025
AgentBnB: A Browser-Based Cybersecurity Tabletop Exercise with Large Language Model Support and Retrieval-Aligned Scaffolding Arman Anwar Zefang Liu LLMAG 98 0 0 31 Oct 2025
CausalGuard: A Smart System for Detecting and Preventing False Information in Large Language Models Piyushkumar Patel HILM LRM 65 0 0 30 Oct 2025
Retrieval-Augmented Multimodal Depression Detection Ruibo Hou Shiyu Teng Jiaqing Liu Shurong Chai Yinhao Li Lanfen Lin Yen-Wei Chen RALM 126 0 0 29 Oct 2025
Symbolically Scaffolded Play: Designing Role-Sensitive Prompts for Generative NPC Dialogue Vanessa Figueiredo David Elumeze LLMAG 80 0 0 29 Oct 2025
Secure Retrieval-Augmented Generation against Poisoning Attacks Zirui Cheng Jikai Sun Anjun Gao Yueyang Quan Zhuqing Liu Xiaohua Hu Minghong Fang SILM AAML 276 0 0 28 Oct 2025
Iterative Critique-Refine Framework for Enhancing LLM Personalization Durga Prasad Maram Dhruvin Gandhi Z. Yao Gayathri Akkinapalli Franck Dernoncourt Yu Wang Ryan Rossi Nesreen K. Ahmed 112 0 0 28 Oct 2025
RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability Kaitong Cai Jusheng Zhang Yijia Fan Jing Yang Keze Wang LRM 104 10 0 26 Oct 2025
Redefining Retrieval Evaluation in the Era of LLMs Giovanni Trappolini Florin Cuconasu Simone Filice Y. Maarek Fabrizio Silvestri 69 0 0 24 Oct 2025
Capability Ceilings in Autoregressive Language Models: Empirical Evidence from Knowledge-Intensive Tasks Javier Marín 68 0 0 23 Oct 2025
Multimedia-Aware Question Answering: A Review of Retrieval and Cross-Modal Reasoning Architectures Rahul Raja A. Vats 139 1 0 23 Oct 2025
KrishokBondhu: A Retrieval-Augmented Voice-Based Agricultural Advisory Call Center for Bengali Farmers Mohd Ruhul Ameen Akif Islam Farjana Aktar M Saifuzzaman Rafat 88 0 0 21 Oct 2025
RubiSCoT: A Framework for AI-Supported Academic Assessment Thorsten Fröhlich Tim Schlippe 60 0 0 20 Oct 2025
Cost-Aware Retrieval-Augmentation Reasoning Models with Adaptive Retrieval Depth Helia Hashemi Victor Rühle Saravan Rajmohan RALM 3DV LRM 146 0 0 17 Oct 2025
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation Jinliang Liu Jiale Bai Shaoning Zeng LRM 128 0 0 17 Oct 2025
SAIL-Embedding Technical Report: Omni-modal Embedding Foundation Model Lin Lin Jiefeng Long Zhihe Wan Y. Wang Dingkang Yang ... Yan Qiu Haiyang Yu Xiao Liang Hongsheng Li Chao Feng 191 3 0 14 Oct 2025
Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation Linfeng Gao Baolong Bi Zheng Yuan Le Wang Zerui Chen Zhimin Wei Shenghua Liu Qinggang Zhang Jinsong Su RALM 193 0 0 14 Oct 2025
The Role of Parametric Injection-A Systematic Study of Parametric Retrieval-Augmented Generation Minghao Tang Shiyu Ni Jingtong Wu Zengxin Han Keping Bi 89 0 0 14 Oct 2025
Agentic RAG for Software Testing with Hybrid Vector-Graph and Multi-Agent Orchestration Mohanakrishnan Hariharan Satish Arvapalli Seshu Babu Barma Evangeline Sheela 28 1 0 12 Oct 2025
Adaptive Tool Generation with Models as Tools and Reinforcement Learning Chenpeng Wang Xiaojie Cheng Chunye Wang L. Yang Lei Zhang LRM 93 0 0 08 Oct 2025
Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness Lingnan Xu Chong Feng Kaiyuan Zhang Liu Zhengyong Wenqiang Xu Fanqing Meng RALM 109 0 0 05 Oct 2025
StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering Tengjun Ni Xin Yuan Shenghong Li Kai Wu Ren Ping Liu W. Ni Wenjie Zhang LRM 98 0 0 03 Oct 2025
OntoLogX: Ontology-Guided Knowledge Graph Extraction from Cybersecurity Logs with Large Language Models Luca Cotti Idilio Drago Anisa Rula Devis Bianchini Federico Cerutti 75 0 0 01 Oct 2025
QUARTZ : QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization Mohamed Imed Eddine Ghebriout Gaël Guibon Ivan Lerner Emmanuel Vincent 81 0 0 30 Sep 2025
FishNet++: Analyzing the capabilities of Multimodal Large Language Models in marine biology Faizan Farooq Khan Yousef Radwan Eslam Abdelrahman Abdulwahab Felemban Aymen Mir Nico K. Michiels Andrew J. Temple M. Berumen Mohamed Elhoseiny 48 0 0 29 Sep 2025
SimulRAG: Simulator-based RAG for Grounding LLMs in Long-form Scientific QA Haozhou Xu D. Wu Matteo Chinazzi Ruijia Niu Rose Yu Yi-An Ma RALM 100 0 0 29 Sep 2025
Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin Soumick Sarker Abhijit Kumar Rai 86 0 0 27 Sep 2025
Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding Seong-Woong Shim Myunsoo Kim Jae Hyeon Cho Byung-Jun Lee RALM 130 0 0 26 Sep 2025
Eigen-1: Adaptive Multi-Agent Refinement with Monitor-Based RAG for Scientific Reasoning Xiangru Tang Wanghan Xu Yujie Wang Qiantai Feng Daniel Shao ... Lei Bai Z. Yin Philip Torr Hanrui Wang Di Jin LLMAG LRM 167 0 0 25 Sep 2025
Learning Contextual Retrieval for Robust Conversational Search Seunghan Yang Juntae Lee Jihwan Bang Kyuhong Shim Minsoo Kim Simyung Chang 49 0 0 24 Sep 2025
RAG Security and Privacy: Formalizing the Threat Model and Attack Surface Atousa Arzanipour R. Behnia Reza Ebrahimi Kaushik Dutta SILM 220 0 0 24 Sep 2025
Memory in Large Language Models: Mechanisms, Evaluation and Evolution D. Zhang Wendong Li Kani Song Jiaye Lu Gang Li Liuchun Yang Sheng Li KELM 205 1 0 23 Sep 2025