Browse State-of-the-Art › Retrieval-augmented Generation › Papers, page 18
Retrieval-augmented Generation
Papers archive 2025-07-28
archive papers tagged: 2,196 · with a code link: 777 · where Syntology ran a sample: 218 (176 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (218 of 2,196 tagged: 176 with a run with no instrument failure, 42 where every run was a failure of Syntology's instrument)
Page 18 of 22: papers 1,701 to 1,800 of 2,196, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Inference Scaling for Long-Context Retrieval Augmented Generation6 Oct 2024 0 repositories listed
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Assessing the Performance of Human-Capable LLMs -- Are LLMs Coming for Your Job?5 Oct 2024 0 repositories listed
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Metadata-based Data Exploration with Retrieval-Augmented Generation for Large Language Models5 Oct 2024 0 repositories listed
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A Large Language Model-based Framework for Semi-Structured Tender Document Retrieval-Augmented Generation4 Oct 2024 0 repositories listed
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Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation4 Oct 2024 0 repositories listed
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Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation4 Oct 2024 0 repositories listed
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ORAssistant: A Custom RAG-based Conversational Assistant for OpenROAD4 Oct 2024 0 repositories listed
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Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues4 Oct 2024 0 repositories listed
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A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions3 Oct 2024 0 repositories listed
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Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers3 Oct 2024 0 repositories listed
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Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization3 Oct 2024 0 repositories listed
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Grounding Large Language Models In Embodied Environment With Imperfect World Models3 Oct 2024 0 repositories listed
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How Much Can RAG Help the Reasoning of LLM?3 Oct 2024 0 repositories listed
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Intrinsic Evaluation of RAG Systems for Deep-Logic Questions3 Oct 2024 0 repositories listed
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IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models3 Oct 2024 0 repositories listed
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Reward-RAG: Enhancing RAG with Reward Driven Supervision3 Oct 2024 0 repositories listed
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Streamlining Conformal Information Retrieval via Score Refinement3 Oct 2024 0 repositories listed
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UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation3 Oct 2024 0 repositories listed
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Undesirable Memorization in Large Language Models: A Survey3 Oct 2024 0 repositories listed
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Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks2 Oct 2024 0 repositories listed
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Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation1 Oct 2024 0 repositories listed
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Classifying Peace in Global Media Using RAG and Intergroup Reciprocity1 Oct 2024 0 repositories listed
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Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis1 Oct 2024 0 repositories listed
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UniAdapt: A Universal Adapter for Knowledge Calibration1 Oct 2024 0 repositories listed
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BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain30 Sep 2024 0 repositories listed
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PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead29 Sep 2024 0 repositories listed
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Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs28 Sep 2024 0 repositories listed
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HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations28 Sep 2024 0 repositories listed
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Thematic Analysis with Open-Source Generative AI and Machine Learning: A New Method for Inductive Qualitative Codebook Development28 Sep 2024 0 repositories listed
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A GEN AI Framework for Medical Note Generation27 Sep 2024 0 repositories listed
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AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow27 Sep 2024 0 repositories listed
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Corpus-informed Retrieval Augmented Generation of Clarifying Questions27 Sep 2024 0 repositories listed
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Efficient In-Domain Question Answering for Resource-Constrained Environments26 Sep 2024 0 repositories listed
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Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation26 Sep 2024 0 repositories listed
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Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study26 Sep 2024 0 repositories listed
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Enhancing Tourism Recommender Systems for Sustainable City Trips Using Retrieval-Augmented Generation26 Sep 2024 0 repositories listed
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LLaMa-SciQ: An Educational Chatbot for Answering Science MCQ25 Sep 2024 0 repositories listed
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AsthmaBot: Multi-modal, Multi-Lingual Retrieval Augmented Generation For Asthma Patient Support24 Sep 2024 0 repositories listed
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Cyber Knowledge Completion Using Large Language Models24 Sep 2024 0 repositories listed
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Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation24 Sep 2024 0 repositories listed
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A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models23 Sep 2024 0 repositories listed
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Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications23 Sep 2024 0 repositories listed
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GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation23 Sep 2024 0 repositories listed
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Generative AI Is Not Ready for Clinical Use in Patient Education for Lower Back Pain Patients, Even With Retrieval-Augmented Generation23 Sep 2024 0 repositories listed
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Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA23 Sep 2024 0 repositories listed
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Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies23 Sep 2024 0 repositories listed
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Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely23 Sep 2024 0 repositories listed
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Scideator: Human-LLM Scientific Idea Generation Grounded in Research-Paper Facet Recombination23 Sep 2024 0 repositories listed
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Beyond Words: Evaluating Large Language Models in Transportation Planning22 Sep 2024 0 repositories listed
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SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval21 Sep 2024 0 repositories listed
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AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues21 Sep 2024 0 repositories listed
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Knowledge in Triples for LLMs: Enhancing Table QA Accuracy with Semantic Extraction21 Sep 2024 0 repositories listed
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Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis21 Sep 2024 0 repositories listed
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Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models19 Sep 2024 0 repositories listed
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Retrieval-Augmented Test Generation: How Far Are We?19 Sep 2024 0 repositories listed
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VERA: Validation and Enhancement for Retrieval Augmented systems18 Sep 2024 0 repositories listed
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Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness17 Sep 2024 0 repositories listed
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Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style17 Sep 2024 0 repositories listed
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P-RAG: Progressive Retrieval Augmented Generation For Planning on Embodied Everyday Task17 Sep 2024 0 repositories listed
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SuperCoder2.0: Technical Report on Exploring the feasibility of LLMs as Autonomous Programmer17 Sep 2024 0 repositories listed
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Lab-AI: Using Retrieval Augmentation to Enhance Language Models for Personalized Lab Test Interpretation in Clinical Medicine16 Sep 2024 0 repositories listed
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SFR-RAG: Towards Contextually Faithful LLMs16 Sep 2024 0 repositories listed
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Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports15 Sep 2024 0 repositories listed
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Hacking, The Lazy Way: LLM Augmented Pentesting14 Sep 2024 0 repositories listed
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Language Models "Grok" to Copy14 Sep 2024 0 repositories listed
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A RAG Approach for Generating Competency Questions in Ontology Engineering13 Sep 2024 0 repositories listed
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LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation13 Sep 2024 0 repositories listed
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Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG12 Sep 2024 0 repositories listed
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Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice12 Sep 2024 0 repositories listed
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On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains12 Sep 2024 0 repositories listed
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Knowing When to Ask -- Bridging Large Language Models and Data10 Sep 2024 0 repositories listed
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Multimodal Large Language Model Driven Scenario Testing for Autonomous Vehicles10 Sep 2024 0 repositories listed
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Retrieval Augmented Correction of Named Entity Speech Recognition Errors9 Sep 2024 0 repositories listed
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RAGent: Retrieval-based Access Control Policy Generation8 Sep 2024 0 repositories listed
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Column Vocabulary Association (CVA): semantic interpretation of dataless tables6 Sep 2024 0 repositories listed
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Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support6 Sep 2024 0 repositories listed
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GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding5 Sep 2024 0 repositories listed
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MARAGS: A Multi-Adapter System for Multi-Task Retrieval Augmented Generation Question Answering5 Sep 2024 0 repositories listed
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RAG based Question-Answering for Contextual Response Prediction System5 Sep 2024 0 repositories listed
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Vietnamese Legal Information Retrieval in Question-Answering System5 Sep 2024 0 repositories listed
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GenDFIR: Advancing Cyber Incident Timeline Analysis Through Retrieval Augmented Generation and Large Language Models4 Sep 2024 0 repositories listed
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Creating a Gen-AI based Track and Trace Assistant MVP (SuperTracy) for PostNL4 Sep 2024 0 repositories listed
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Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering4 Sep 2024 0 repositories listed
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MoA is All You Need: Building LLM Research Team using Mixture of Agents4 Sep 2024 0 repositories listed
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Benchmarking Cognitive Domains for LLMs: Insights from Taiwanese Hakka Culture3 Sep 2024 0 repositories listed
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In Defense of RAG in the Era of Long-Context Language Models3 Sep 2024 0 repositories listed
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The Role of Large Language Models in Musicology: Are We Ready to Trust the Machines?3 Sep 2024 0 repositories listed
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A Learnable Agent Collaboration Network Framework for Personalized Multimodal AI Search Engine1 Sep 2024 0 repositories listed
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GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems31 Aug 2024 0 repositories listed
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OrthoDoc: Multimodal Large Language Model for Assisting Diagnosis in Computed Tomography30 Aug 2024 0 repositories listed
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RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance30 Aug 2024 0 repositories listed
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HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications29 Aug 2024 0 repositories listed
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Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation28 Aug 2024 0 repositories listed
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Measuring text summarization factuality using atomic facts entailment metrics in the context of retrieval augmented generation27 Aug 2024 0 repositories listed
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Claim Verification in the Age of Large Language Models: A Survey26 Aug 2024 0 repositories listed
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Probing Causality Manipulation of Large Language Models26 Aug 2024 0 repositories listed
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Retrieval Augmented Generation for Dynamic Graph Modeling26 Aug 2024 0 repositories listed
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Biomedical Large Languages Models Seem not to be Superior to Generalist Models on Unseen Medical Data25 Aug 2024 0 repositories listed
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Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models25 Aug 2024 0 repositories listed
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Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering24 Aug 2024 0 repositories listed