Browse State-of-the-Art › Retrieval-augmented Generation › Papers, page 19
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 19 of 22: papers 1,801 to 1,900 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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CodeRefine: A Pipeline for Enhancing LLM-Generated Code Implementations of Research Papers23 Aug 2024 0 repositories listed
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LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction22 Aug 2024 0 repositories listed
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Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design21 Aug 2024 0 repositories listed
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WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain21 Aug 2024 0 repositories listed
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RAG-Optimized Tibetan Tourism LLMs: Enhancing Accuracy and Personalization21 Aug 2024 0 repositories listed
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Xinyu: An Efficient LLM-based System for Commentary Generation21 Aug 2024 0 repositories listed
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Reading with Intent20 Aug 2024 0 repositories listed
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Reconciling Methodological Paradigms: Employing Large Language Models as Novice Qualitative Research Assistants in Talent Management Research20 Aug 2024 0 repositories listed
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Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation19 Aug 2024 0 repositories listed
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Enhanced document retrieval with topic embeddings19 Aug 2024 0 repositories listed
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Agentic Retrieval-Augmented Generation for Time Series Analysis18 Aug 2024 0 repositories listed
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Trust-Oriented Adaptive Guardrails for Large Language Models16 Aug 2024 0 repositories listed
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Meta Knowledge for Retrieval Augmented Large Language Models16 Aug 2024 0 repositories listed
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MuRAR: A Simple and Effective Multimodal Retrieval and Answer Refinement Framework for Multimodal Question Answering16 Aug 2024 0 repositories listed
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VERA: Validation and Evaluation of Retrieval-Augmented Systems16 Aug 2024 0 repositories listed
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Extracting Sentence Embeddings from Pretrained Transformer Models15 Aug 2024 0 repositories listed
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Plan with Code: Comparing approaches for robust NL to DSL generation15 Aug 2024 0 repositories listed
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New Curriculum, New Chance -- Retrieval Augmented Generation for Lesson Planning in Ugandan Secondary Schools. Prototype Quality Evaluation14 Aug 2024 0 repositories listed
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WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs14 Aug 2024 0 repositories listed
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A New Pipeline For Generating Instruction Dataset via RAG and Self Fine-Tuning12 Aug 2024 0 repositories listed
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Bayesian inference to improve quality of Retrieval Augmented Generation12 Aug 2024 0 repositories listed
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Optimizing RAG Techniques for Automotive Industry PDF Chatbots: A Case Study with Locally Deployed Ollama Models12 Aug 2024 0 repositories listed
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A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning9 Aug 2024 0 repositories listed
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ConfusedPilot: Confused Deputy Risks in RAG-based LLMs9 Aug 2024 0 repositories listed
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HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction9 Aug 2024 0 repositories listed
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Rag and Roll: An End-to-End Evaluation of Indirect Prompt Manipulations in LLM-based Application Frameworks9 Aug 2024 0 repositories listed
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Retrieval-augmented code completion for local projects using large language models9 Aug 2024 0 repositories listed
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Hybrid Student-Teacher Large Language Model Refinement for Cancer Toxicity Symptom Extraction8 Aug 2024 0 repositories listed
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Towards Explainable Network Intrusion Detection using Large Language Models8 Aug 2024 0 repositories listed
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Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring7 Aug 2024 0 repositories listed
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Large Language Model as a Catalyst: A Paradigm Shift in Base Station Siting Optimization7 Aug 2024 0 repositories listed
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A Real-Time Adaptive Multi-Stream GPU System for Online Approximate Nearest Neighborhood Search6 Aug 2024 0 repositories listed
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KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models6 Aug 2024 0 repositories listed
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LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations6 Aug 2024 0 repositories listed
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Development of REGAI: Rubric Enabled Generative Artificial Intelligence5 Aug 2024 0 repositories listed
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Wiping out the limitations of Large Language Models -- A Taxonomy for Retrieval Augmented Generation5 Aug 2024 0 repositories listed
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LLM Agents Improve Semantic Code Search5 Aug 2024 0 repositories listed
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Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts2 Aug 2024 0 repositories listed
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BioRAG: A RAG-LLM Framework for Biological Question Reasoning2 Aug 2024 0 repositories listed
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Evaluating the Impact of Advanced LLM Techniques on AI-Lecture Tutors for a Robotics Course2 Aug 2024 0 repositories listed
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Multi-Level Querying using A Knowledge Pyramid31 Jul 2024 0 repositories listed
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SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering31 Jul 2024 0 repositories listed
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Adaptive Retrieval-Augmented Generation for Conversational Systems31 Jul 2024 0 repositories listed
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Finch: Prompt-guided Key-Value Cache Compression31 Jul 2024 0 repositories listed
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KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making31 Jul 2024 0 repositories listed
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Industrial-Grade Smart Troubleshooting through Causal Technical Language Processing: a Proof of Concept30 Jul 2024 0 repositories listed
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Mimicking the Mavens: Agent-based Opinion Synthesis and Emotion Prediction for Social Media Influencers30 Jul 2024 0 repositories listed
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A Study on the Implementation Method of an Agent-Based Advanced RAG System Using Graph29 Jul 2024 0 repositories listed
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Enhancing Code Translation in Language Models with Few-Shot Learning via Retrieval-Augmented Generation29 Jul 2024 0 repositories listed
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Introducing a new hyper-parameter for RAG: Context Window Utilization29 Jul 2024 0 repositories listed
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Faculty Perspectives on the Potential of RAG in Computer Science Higher Education28 Jul 2024 0 repositories listed
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Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks26 Jul 2024 0 repositories listed
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ChipExpert: The Open-Source Integrated-Circuit-Design-Specific Large Language Model26 Jul 2024 0 repositories listed
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REAPER: Reasoning based Retrieval Planning for Complex RAG Systems26 Jul 2024 0 repositories listed
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The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation25 Jul 2024 0 repositories listed
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Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications24 Jul 2024 0 repositories listed
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Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach23 Jul 2024 0 repositories listed
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An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought22 Jul 2024 0 repositories listed
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Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA22 Jul 2024 0 repositories listed
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Decoding BACnet Packets: A Large Language Model Approach for Packet Interpretation22 Jul 2024 0 repositories listed
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MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation22 Jul 2024 0 repositories listed
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NV-Retriever: Improving text embedding models with effective hard-negative mining22 Jul 2024 0 repositories listed
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AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs21 Jul 2024 0 repositories listed
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Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base20 Jul 2024 0 repositories listed
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Differential Privacy of Cross-Attention with Provable Guarantee20 Jul 2024 0 repositories listed
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Retrieval Augmented Generation Integrated Large Language Models in Smart Contract Vulnerability Detection20 Jul 2024 0 repositories listed
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Adversarial Databases Improve Success in Retrieval-based Large Language Models19 Jul 2024 0 repositories listed
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AuditNet: A Conversational AI-based Security Assistant [DEMO]19 Jul 2024 0 repositories listed
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ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities19 Jul 2024 0 repositories listed
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Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models18 Jul 2024 0 repositories listed
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PRAGyan -- Connecting the Dots in Tweets18 Jul 2024 0 repositories listed
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Retrieval-Augmented Generation for Natural Language Processing: A Survey18 Jul 2024 0 repositories listed
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Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach18 Jul 2024 0 repositories listed
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Crafting the Path: Robust Query Rewriting for Information Retrieval17 Jul 2024 0 repositories listed
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EchoSight: Advancing Visual-Language Models with Wiki Knowledge17 Jul 2024 0 repositories listed
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Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models17 Jul 2024 0 repositories listed
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Optimizing Query Generation for Enhanced Document Retrieval in RAG17 Jul 2024 0 repositories listed
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A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting16 Jul 2024 0 repositories listed
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Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation16 Jul 2024 0 repositories listed
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Evaluation of RAG Metrics for Question Answering in the Telecom Domain15 Jul 2024 0 repositories listed
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Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together15 Jul 2024 0 repositories listed
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GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?14 Jul 2024 0 repositories listed
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Integrating AI Tutors in a Programming Course14 Jul 2024 0 repositories listed
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Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation13 Jul 2024 0 repositories listed
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Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond13 Jul 2024 0 repositories listed
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Context Embeddings for Efficient Answer Generation in RAG12 Jul 2024 0 repositories listed
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Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 202411 Jul 2024 0 repositories listed
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Lynx: An Open Source Hallucination Evaluation Model11 Jul 2024 0 repositories listed
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Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting11 Jul 2024 0 repositories listed
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FACTS About Building Retrieval Augmented Generation-based Chatbots10 Jul 2024 0 repositories listed
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Examining Long-Context Large Language Models for Environmental Review Document Comprehension10 Jul 2024 0 repositories listed
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A Simple Architecture for Enterprise Large Language Model Applications based on Role based security and Clearance Levels using Retrieval-Augmented Generation or Mixture of Experts9 Jul 2024 0 repositories listed
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Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models7 Jul 2024 0 repositories listed
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RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations6 Jul 2024 0 repositories listed
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Are LLMs Correctly Integrated into Software Systems?6 Jul 2024 0 repositories listed
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EventChat: Implementation and user-centric evaluation of a large language model-driven conversational recommender system for exploring leisure events in an SME context5 Jul 2024 0 repositories listed
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GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning5 Jul 2024 0 repositories listed
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Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models4 Jul 2024 0 repositories listed
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CaseGPT: a case reasoning framework based on language models and retrieval-augmented generation4 Jul 2024 0 repositories listed