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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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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 134 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 166 0 0 22 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 145 0 0 21 Nov 2025
Parametric Retrieval-Augmented Generation using Latent Routing of LoRA Adapters Zhan Su Fengran Mo Jian-yun Nie 65 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 65 0 0 15 Nov 2025
Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG Bo Li Tian Tian Zhenghua Xu Hao Cheng Shikun Zhang Wei Ye 144 0 0 13 Nov 2025
Towards Hyper-Efficient RAG Systems in VecDBs: Distributed Parallel Multi-Resolution Vector Search Dong Liu Yanxuan Yu 24 0 0 12 Nov 2025
TARG: Training-Free Adaptive Retrieval Gating for Efficient RAG Yufeng Wang Lu wei Haibin Ling 60 0 0 12 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 222 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 110 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 114 0 0 06 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 113 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 80 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 113 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 82 0 0 31 Oct 2025
CausalGuard: A Smart System for Detecting and Preventing False Information in Large Language Models Piyushkumar Patel HILM LRM 53 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 114 0 0 29 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 92 0 0 28 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 240 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 96 1 0 26 Oct 2025
Redefining Retrieval Evaluation in the Era of LLMs Giovanni Trappolini Florin Cuconasu Simone Filice Y. Maarek Fabrizio Silvestri 41 0 0 24 Oct 2025
Capability Ceilings in Autoregressive Language Models: Empirical Evidence from Knowledge-Intensive Tasks Javier Marín 52 0 0 23 Oct 2025
Multimedia-Aware Question Answering: A Review of Retrieval and Cross-Modal Reasoning Architectures Rahul Raja A. Vats 123 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 80 0 0 21 Oct 2025
RubiSCoT: A Framework for AI-Supported Academic Assessment Thorsten Fröhlich Tim Schlippe 48 0 0 20 Oct 2025
Cost-Aware Retrieval-Augmentation Reasoning Models with Adaptive Retrieval Depth Helia Hashemi Victor Rühle Saravan Rajmohan RALM 3DV LRM 122 0 0 17 Oct 2025
Think Parallax: Solving Multi-Hop Problems via Multi-View Knowledge-Graph-Based Retrieval-Augmented Generation Jinliang Liu LRM 104 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 163 3 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 69 0 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 161 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 65 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 97 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 86 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 71 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 69 0 0 30 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 80 0 0 29 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 40 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 74 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 102 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 147 0 0 25 Sep 2025
RAG Security and Privacy: Formalizing the Threat Model and Attack Surface Atousa Arzanipour R. Behnia Reza Ebrahimi Kaushik Dutta SILM 184 0 0 24 Sep 2025
Learning Contextual Retrieval for Robust Conversational Search Seunghan Yang Juntae Lee Jihwan Bang Kyuhong Shim Minsoo Kim Simyung Chang 45 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 173 1 0 23 Sep 2025
An Artificial Intelligence Driven Semantic Similarity-Based Pipeline for Rapid Literature Abhiyan Dhakal Kausik Paudel Sanjog Sigdel 68 0 0 18 Sep 2025
DSPC: Dual-Stage Progressive Compression Framework for Efficient Long-Context Reasoning Yaxin Gao Yao Lu Zongfei Zhang Jiaqi Nie Shanqing Yu Qi Xuan 143 1 0 17 Sep 2025
Enhancing Time Awareness in Generative RecommendationConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 Sunkyung Lee Seongmin Park Jonghyo Kim Mincheol Yoon Jongwuk Lee 108 0 0 17 Sep 2025
Context-Aware Language Models for Forecasting Market Impact from Sequences of Financial News Ross Koval Nicholas Andrews Xifeng Yan AIFin 120 0 0 15 Sep 2025
SEDM: Scalable Self-Evolving Distributed Memory for Agents Haoran Xu Jiacong Hu Ke Zhang Lei Yu Yuxin Tang Xinyuan Song Yiqun Duan Lynn Ai Bill Shi 123 0 0 11 Sep 2025
LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures Hai Huang Yann LeCun Randall Balestriero 151 2 0 11 Sep 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"