Browse State-of-the-Art › Retrieval-augmented Generation › Papers, page 14

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 14 of 22: papers 1,301 to 1,400 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.

• Post-training an LLM for RAG? Train on Self-Generated Demonstrations
  14 Feb 2025 0 repositories listed
• Diversity Enhances an LLM's Performance in RAG and Long-context Task
  13 Feb 2025 0 repositories listed
• Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables
  13 Feb 2025 0 repositories listed
• ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation
  13 Feb 2025 0 repositories listed
• Improving TCM Question Answering through Tree-Organized Self-Reflective Retrieval with LLMs
  13 Feb 2025 0 repositories listed
• KIMAs: A Configurable Knowledge Integrated Multi-Agent System
  13 Feb 2025 0 repositories listed
• From PowerPoint UI Sketches to Web-Based Applications: Pattern-Driven Code Generation for GIS Dashboard Development Using Knowledge-Augmented LLMs, Context-Aware Visual Prompting, and the React Framework
  12 Feb 2025 0 repositories listed
• ParetoRAG: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation
  12 Feb 2025 0 repositories listed
• AI-VERDE: A Gateway for Egalitarian Access to Large Language Model-Based Resources For Educational Institutions
  11 Feb 2025 0 repositories listed
• C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation
  10 Feb 2025 0 repositories listed Syntology 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
• Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection
  10 Feb 2025 0 repositories listed
• Towards Copyright Protection for Knowledge Bases of Retrieval-augmented Language Models via Reasoning
  10 Feb 2025 0 repositories listed
• Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models
  9 Feb 2025 0 repositories listed
• Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture
  7 Feb 2025 0 repositories listed
• Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy
  7 Feb 2025 0 repositories listed
• RAG-Verus: Repository-Level Program Verification with LLMs using Retrieval Augmented Generation
  7 Feb 2025 0 repositories listed
• Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System
  6 Feb 2025 0 repositories listed
• Experiments with Large Language Models on Retrieval-Augmented Generation for Closed-Source Simulation Software
  6 Feb 2025 0 repositories listed
• Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation
  5 Feb 2025 0 repositories listed
• MARAGE: Transferable Multi-Model Adversarial Attack for Retrieval-Augmented Generation Data Extraction
  5 Feb 2025 0 repositories listed
• Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation
  4 Feb 2025 0 repositories listed
• LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations
  4 Feb 2025 0 repositories listed
• MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving
  4 Feb 2025 0 repositories listed
• Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription
  4 Feb 2025 0 repositories listed
• Personalization Toolkit: Training Free Personalization of Large Vision Language Models
  4 Feb 2025 0 repositories listed
• SCALM: Detecting Bad Practices in Smart Contracts Through LLMs
  4 Feb 2025 0 repositories listed
• Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions
  4 Feb 2025 0 repositories listed
• Al-Khwarizmi: Discovering Physical Laws with Foundation Models
  3 Feb 2025 0 repositories listed
• Knowledge Synthesis of Photosynthesis Research Using a Large Language Model
  3 Feb 2025 0 repositories listed
• Position: Towards a Responsible LLM-empowered Multi-Agent Systems
  3 Feb 2025 0 repositories listed
• Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models
  3 Feb 2025 0 repositories listed
• Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation
  2 Feb 2025 0 repositories listed
• LLM-based event log analysis techniques: A survey
  2 Feb 2025 0 repositories listed
• RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
  2 Feb 2025 0 repositories listed
• MarketSenseAI 2.0: Enhancing Stock Analysis through LLM Agents
  1 Feb 2025 0 repositories listed
• Leveraging LLM Agents for Automated Optimization Modeling for SASP Problems: A Graph-RAG based Approach
  30 Jan 2025 0 repositories listed
• Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning
  30 Jan 2025 0 repositories listed
• GLLM: Self-Corrective G-Code Generation using Large Language Models with User Feedback
  29 Jan 2025 0 repositories listed
• Leveraging In-Context Learning and Retrieval-Augmented Generation for Automatic Question Generation in Educational Domains
  29 Jan 2025 0 repositories listed
• ASTRAL: Automated Safety Testing of Large Language Models
  28 Jan 2025 0 repositories listed
• Balancing Content Size in RAG-Text2SQL System
  28 Jan 2025 0 repositories listed
• Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models
  28 Jan 2025 0 repositories listed
• Implementation of a Generative AI Assistant in K-12 Education: The CyberScholar Initiative
  28 Jan 2025 0 repositories listed
• Multiple Abstraction Level Retrieve Augment Generation
  28 Jan 2025 0 repositories listed
• Open-Source Retrieval Augmented Generation Framework for Retrieving Accurate Medication Insights from Formularies for African Healthcare Workers
  28 Jan 2025 0 repositories listed
• Characterizing Network Structure of Anti-Trans Actors on TikTok
  27 Jan 2025 0 repositories listed
• LemmaHead: RAG Assisted Proof Generation Using Large Language Models
  27 Jan 2025 0 repositories listed
• Making Sense of Data in the Wild: Data Analysis Automation at Scale
  27 Jan 2025 0 repositories listed
• PISCO: Pretty Simple Compression for Retrieval-Augmented Generation
  27 Jan 2025 0 repositories listed
• Provence: efficient and robust context pruning for retrieval-augmented generation
  27 Jan 2025 0 repositories listed
• Raiders of the Lost Dependency: Fixing Dependency Conflicts in Python using LLMs
  27 Jan 2025 0 repositories listed
• URAG: Implementing a Unified Hybrid RAG for Precise Answers in University Admission Chatbots -- A Case Study at HCMUT
  27 Jan 2025 0 repositories listed
• Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles
  26 Jan 2025 0 repositories listed
• SEAL: Speech Embedding Alignment Learning for Speech Large Language Model with Retrieval-Augmented Generation
  26 Jan 2025 0 repositories listed
• Unveiling the Potential of Multimodal Retrieval Augmented Generation with Planning
  26 Jan 2025 0 repositories listed
• Advanced Real-Time Fraud Detection Using RAG-Based LLMs
  25 Jan 2025 0 repositories listed
• ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval
  25 Jan 2025 0 repositories listed
• CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs
  25 Jan 2025 0 repositories listed
• Federated Retrieval Augmented Generation for Multi-Product Question Answering
  25 Jan 2025 0 repositories listed
• Chain-of-Retrieval Augmented Generation
  24 Jan 2025 0 repositories listed
• Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics
  24 Jan 2025 0 repositories listed
• A RAG-Based Institutional Assistant
  23 Jan 2025 0 repositories listed
• CAPRAG: A Large Language Model Solution for Customer Service and Automatic Reporting using Vector and Graph Retrieval-Augmented Generation
  23 Jan 2025 0 repositories listed
• GraphRAG under Fire
  23 Jan 2025 0 repositories listed
• Retrievals Can Be Detrimental: A Contrastive Backdoor Attack Paradigm on Retrieval-Augmented Diffusion Models
  23 Jan 2025 0 repositories listed
• RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation
  23 Jan 2025 0 repositories listed
• StreamingRAG: Real-time Contextual Retrieval and Generation Framework
  23 Jan 2025 0 repositories listed
• Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home
  22 Jan 2025 0 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 5 pointer-only (licence)
• Data Science Students Perspectives on Learning Analytics: An Application of Human-Led and LLM Content Analysis
  22 Jan 2025 0 repositories listed
• Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana
  22 Jan 2025 0 repositories listed
• RAG-Reward: Optimizing RAG with Reward Modeling and RLHF
  22 Jan 2025 0 repositories listed
• Explainable Lane Change Prediction for Near-Crash Scenarios Using Knowledge Graph Embeddings and Retrieval Augmented Generation
  20 Jan 2025 0 repositories listed
• TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation
  20 Jan 2025 0 repositories listed
• GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems
  18 Jan 2025 0 repositories listed
• Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
  18 Jan 2025 0 repositories listed
• AirRAG: Activating Intrinsic Reasoning for Retrieval Augmented Generation via Tree-based Search
  17 Jan 2025 0 repositories listed
• FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
  17 Jan 2025 0 repositories listed
• Passage Segmentation of Documents for Extractive Question Answering
  17 Jan 2025 0 repositories listed
• Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
  16 Jan 2025 0 repositories listed
• To Retrieve or Not to Retrieve? Uncertainty Detection for Dynamic Retrieval Augmented Generation
  16 Jan 2025 0 repositories listed
• Leveraging LLM Agents for Translating Network Configurations
  15 Jan 2025 0 repositories listed
• SteLLA: A Structured Grading System Using LLMs with RAG
  15 Jan 2025 0 repositories listed
• A Driver Advisory System Based on Large Language Model for High-speed Train
  14 Jan 2025 0 repositories listed
• ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations
  14 Jan 2025 0 repositories listed
• Advice for Diabetes Self-Management by ChatGPT Models: Challenges and Recommendations
  14 Jan 2025 0 repositories listed
• ASTRID -- An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems
  14 Jan 2025 0 repositories listed
• Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models
  14 Jan 2025 0 repositories listed
• Engineering LLM Powered Multi-agent Framework for Autonomous CloudOps
  14 Jan 2025 0 repositories listed
• Talk to Right Specialists: Routing and Planning in Multi-agent System for Question Answering
  14 Jan 2025 0 repositories listed
• Unsupervised Query Routing for Retrieval Augmented Generation
  14 Jan 2025 0 repositories listed
• A Proposed Large Language Model-Based Smart Search for Archive System
  13 Jan 2025 0 repositories listed
• Enhancing Talent Employment Insights Through Feature Extraction with LLM Finetuning
  13 Jan 2025 0 repositories listed
• Large Language Models: New Opportunities for Access to Science
  13 Jan 2025 0 repositories listed
• ListConRanker: A Contrastive Text Reranker with Listwise Encoding
  13 Jan 2025 0 repositories listed
• LLM-Net: Democratizing LLMs-as-a-Service through Blockchain-based Expert Networks
  13 Jan 2025 0 repositories listed
• Parallel Key-Value Cache Fusion for Position Invariant RAG
  13 Jan 2025 0 repositories listed
• Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning
  13 Jan 2025 0 repositories listed
• First Token Probability Guided RAG for Telecom Question Answering
  11 Jan 2025 0 repositories listed
• BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems
  10 Jan 2025 0 repositories listed
• A General Retrieval-Augmented Generation Framework for Multimodal Case-Based Reasoning Applications
  9 Jan 2025 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.