Browse State-of-the-Art › Retrieval-augmented Generation › Papers, page 16
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 16 of 22: papers 1,501 to 1,600 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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Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design8 Dec 2024 0 repositories listed
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DECO: Life-Cycle Management of Enterprise-Grade Copilots8 Dec 2024 0 repositories listed
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GEE-OPs: An Operator Knowledge Base for Geospatial Code Generation on the Google Earth Engine Platform Powered by Large Language Models7 Dec 2024 0 repositories listed
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SLA Management in Reconfigurable Multi-Agent RAG: A Systems Approach to Question Answering7 Dec 2024 0 repositories listed
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100% Elimination of Hallucinations on RAGTruth for GPT-4 and GPT-3.5 Turbo6 Dec 2024 0 repositories listed
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TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG6 Dec 2024 0 repositories listed
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Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation6 Dec 2024 0 repositories listed
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Privacy-Preserving Retrieval-Augmented Generation with Differential Privacy6 Dec 2024 0 repositories listed
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QueEn: A Large Language Model for Quechua-English Translation6 Dec 2024 0 repositories listed
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Question Answering for Decisionmaking in Green Building Design: A Multimodal Data Reasoning Method Driven by Large Language Models6 Dec 2024 0 repositories listed
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Addressing Hallucinations with RAG and NMISS in Italian Healthcare LLM Chatbots5 Dec 2024 0 repositories listed
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Exploring AI Text Generation, Retrieval-Augmented Generation, and Detection Technologies: a Comprehensive Overview5 Dec 2024 0 repositories listed
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Leveraging Large Language Models to Generate Course-specific Semantically Annotated Learning Objects5 Dec 2024 0 repositories listed
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A Review on Scientific Knowledge Extraction using Large Language Models in Biomedical Sciences4 Dec 2024 0 repositories listed
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Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models4 Dec 2024 0 repositories listed
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CAISSON: Concept-Augmented Inference Suite of Self-Organizing Neural Networks3 Dec 2024 0 repositories listed
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Composing Open-domain Vision with RAG for Ocean Monitoring and Conservation3 Dec 2024 0 repositories listed
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Leveraging Large Language Models to Democratize Access to Costly Datasets for Academic Research3 Dec 2024 0 repositories listed
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Semantic Tokens in Retrieval Augmented Generation3 Dec 2024 0 repositories listed
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Query Performance Explanation through Large Language Model for HTAP Systems2 Dec 2024 0 repositories listed
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Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation30 Nov 2024 0 repositories listed
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Rethinking Strategic Mechanism Design In The Age Of Large Language Models: New Directions For Communication Systems30 Nov 2024 0 repositories listed
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Advanced System Integration: Analyzing OpenAPI Chunking for Retrieval-Augmented Generation29 Nov 2024 0 repositories listed
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Generating a Low-code Complete Workflow via Task Decomposition and RAG29 Nov 2024 0 repositories listed
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Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems29 Nov 2024 0 repositories listed
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Knowledge Management for Automobile Failure Analysis Using Graph RAG29 Nov 2024 0 repositories listed
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RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation29 Nov 2024 0 repositories listed
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SIMS: Simulating Stylized Human-Scene Interactions with Retrieval-Augmented Script Generation29 Nov 2024 0 repositories listed
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Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems29 Nov 2024 0 repositories listed
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Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs29 Nov 2024 0 repositories listed
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Zero-Indexing Internet Search Augmented Generation for Large Language Models29 Nov 2024 0 repositories listed
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Habit Coach: Customising RAG-based chatbots to support behavior change28 Nov 2024 0 repositories listed
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ICLERB: In-Context Learning Embedding and Reranker Benchmark28 Nov 2024 0 repositories listed
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RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis28 Nov 2024 0 repositories listed
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Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph28 Nov 2024 0 repositories listed
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Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation27 Nov 2024 0 repositories listed
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Human-Calibrated Automated Testing and Validation of Generative Language Models25 Nov 2024 0 repositories listed
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From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars23 Nov 2024 0 repositories listed
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Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation23 Nov 2024 0 repositories listed
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mR²AG: Multimodal Retrieval-Reflection-Augmented Generation for Knowledge-Based VQA22 Nov 2024 0 repositories listed
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Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework21 Nov 2024 0 repositories listed
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FastRAG: Retrieval Augmented Generation for Semi-structured Data21 Nov 2024 0 repositories listed
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Towards Context-Rich Automated Biodiversity Assessments: Deriving AI-Powered Insights from Camera Trap Data21 Nov 2024 0 repositories listed
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Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective21 Nov 2024 0 repositories listed
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AIDBench: A benchmark for evaluating the authorship identification capability of large language models20 Nov 2024 0 repositories listed
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DMQR-RAG: Diverse Multi-Query Rewriting for RAG20 Nov 2024 0 repositories listed
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Multimodal large language model for wheat breeding: a new exploration of smart breeding20 Nov 2024 0 repositories listed
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Retrieval-Augmented Generation for Domain-Specific Question Answering: A Case Study on Pittsburgh and CMU20 Nov 2024 0 repositories listed
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Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems20 Nov 2024 0 repositories listed
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AI Legal Companion: Enhancing Access to Justice and Legal Literacy for the Public19 Nov 2024 0 repositories listed
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CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval19 Nov 2024 0 repositories listed
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CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model19 Nov 2024 0 repositories listed
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StreetviewLLM: Extracting Geographic Information Using a Chain-of-Thought Multimodal Large Language Model19 Nov 2024 0 repositories listed
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Neon: News Entity-Interaction Extraction for Enhanced Question Answering19 Nov 2024 0 repositories listed
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Molecule Generation with Fragment Retrieval Augmentation18 Nov 2024 0 repositories listed
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AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data17 Nov 2024 0 repositories listed
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INVARLLM: LLM-assisted Physical Invariant Extraction for Cyber-Physical Systems Anomaly Detection17 Nov 2024 0 repositories listed
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On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation17 Nov 2024 0 repositories listed
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A Novel Approach to Eliminating Hallucinations in Large Language Model-Assisted Causal Discovery16 Nov 2024 0 repositories listed
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Adopting RAG for LLM-Aided Future Vehicle Design14 Nov 2024 0 repositories listed
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Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering14 Nov 2024 0 repositories listed
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Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle13 Nov 2024 0 repositories listed
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Building Trustworthy AI: Transparent AI Systems via Large Language Models, Ontologies, and Logical Reasoning (TranspNet)13 Nov 2024 0 repositories listed
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Refining Translations with LLMs: A Constraint-Aware Iterative Prompting Approach13 Nov 2024 0 repositories listed
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Towards Evaluating Large Language Models for Graph Query Generation13 Nov 2024 0 repositories listed
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Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data13 Nov 2024 0 repositories listed
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Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models12 Nov 2024 0 repositories listed
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Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders12 Nov 2024 0 repositories listed
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Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval12 Nov 2024 0 repositories listed
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A Primer on Word Embeddings: AI Techniques for Text Analysis in Social Work11 Nov 2024 0 repositories listed
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Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation11 Nov 2024 0 repositories listed
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OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language Model11 Nov 2024 0 repositories listed
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LProtector: An LLM-driven Vulnerability Detection System10 Nov 2024 0 repositories listed
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Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs9 Nov 2024 0 repositories listed
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Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment9 Nov 2024 0 repositories listed
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Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval9 Nov 2024 0 repositories listed
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Sufficient Context: A New Lens on Retrieval Augmented Generation Systems9 Nov 2024 0 repositories listed
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Enhancing Cluster Resilience: LLM-agent Based Autonomous Intelligent Cluster Diagnosis System and Evaluation Framework8 Nov 2024 0 repositories listed
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Qwen2.5-32B: Leveraging Self-Consistent Tool-Integrated Reasoning for Bengali Mathematical Olympiad Problem Solving8 Nov 2024 0 repositories listed
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Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation7 Nov 2024 0 repositories listed
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LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG7 Nov 2024 0 repositories listed
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M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding7 Nov 2024 0 repositories listed
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ML-Promise: A Multilingual Dataset for Corporate Promise Verification7 Nov 2024 0 repositories listed
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Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation6 Nov 2024 0 repositories listed
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Enhancing Security Control Production With Generative AI6 Nov 2024 0 repositories listed
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Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation6 Nov 2024 0 repositories listed
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LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration6 Nov 2024 0 repositories listed
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Long Context RAG Performance of Large Language Models5 Nov 2024 0 repositories listed
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PersianRAG: A Retrieval-Augmented Generation System for Persian Language5 Nov 2024 0 repositories listed
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WASHtsApp -- A RAG-powered WhatsApp Chatbot for supporting rural African clean water access, sanitation and hygiene5 Nov 2024 0 repositories listed
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Can Language Models Enable In-Context Database?4 Nov 2024 0 repositories listed
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RuAG: Learned-rule-augmented Generation for Large Language Models4 Nov 2024 0 repositories listed
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Data Extraction Attacks in Retrieval-Augmented Generation via Backdoors3 Nov 2024 0 repositories listed
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LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding2 Nov 2024 0 repositories listed
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AttackQA: Development and Adoption of a Dataset for Assisting Cybersecurity Operations using Fine-tuned and Open-Source LLMs1 Nov 2024 0 repositories listed
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CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation1 Nov 2024 0 repositories listed
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E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation1 Nov 2024 0 repositories listed
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LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models1 Nov 2024 0 repositories listed
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Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output1 Nov 2024 0 repositories listed
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Towards Multi-Source Retrieval-Augmented Generation via Synergizing Reasoning and Preference-Driven Retrieval1 Nov 2024 0 repositories listed