Browse State-of-the-Art › RAG › Papers, page 17
RAG
Papers archive 2025-07-28
archive papers tagged: 2,111 · with a code link: 758 · where Syntology ran a sample: 211 (170 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (211 of 2,111 tagged: 170 with a run with no instrument failure, 41 where every run was a failure of Syntology's instrument)
Page 17 of 22: papers 1,601 to 1,700 of 2,111, 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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Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation18 Oct 2024 0 repositories listed
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Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining18 Oct 2024 0 repositories listed
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Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems18 Oct 2024 0 repositories listed
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Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases18 Oct 2024 0 repositories listed
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How Does Knowledge Selection Help Retrieval Augmented Generation?17 Oct 2024 0 repositories listed
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Comparing the Utility, Preference, and Performance of Course Material Search Functionality and Retrieval-Augmented Generation Large Language Model (RAG-LLM) AI Chatbots in Information-Seeking Tasks17 Oct 2024 0 repositories listed
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Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models17 Oct 2024 0 repositories listed
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GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models17 Oct 2024 0 repositories listed
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HEALTH-PARIKSHA: Assessing RAG Models for Health Chatbots in Real-World Multilingual Settings17 Oct 2024 0 repositories listed
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Integrating Temporal Representations for Dynamic Memory Retrieval and Management in Large Language Models17 Oct 2024 0 repositories listed
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Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval17 Oct 2024 0 repositories listed
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SouLLMate: An Application Enhancing Diverse Mental Health Support with Adaptive LLMs, Prompt Engineering, and RAG Techniques17 Oct 2024 0 repositories listed
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Evaluation of Attribution Bias in Retrieval-Augmented Large Language Models16 Oct 2024 0 repositories listed
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Is Semantic Chunking Worth the Computational Cost?16 Oct 2024 0 repositories listed
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REFINE on Scarce Data: Retrieval Enhancement through Fine-Tuning via Model Fusion of Embedding Models16 Oct 2024 0 repositories listed
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Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models15 Oct 2024 0 repositories listed
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Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data15 Oct 2024 0 repositories listed
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On the Capacity of Citation Generation by Large Language Models15 Oct 2024 0 repositories listed
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ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability15 Oct 2024 0 repositories listed
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Retrieval Augmented Spelling Correction for E-Commerce Applications15 Oct 2024 0 repositories listed
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SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation15 Oct 2024 0 repositories listed
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Synthetic Interlocutors. Experiments with Generative AI to Prolong Ethnographic Encounters15 Oct 2024 0 repositories listed
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Telco-DPR: A Hybrid Dataset for Evaluating Retrieval Models of 3GPP Technical Specifications15 Oct 2024 0 repositories listed
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14 Oct 2024 0 repositories listed
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Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations14 Oct 2024 0 repositories listed
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FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG14 Oct 2024 0 repositories listed
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Model-based Large Language Model Customization as Service14 Oct 2024 0 repositories listed
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Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning14 Oct 2024 0 repositories listed
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STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBack14 Oct 2024 0 repositories listed
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A Comparative Study of PDF Parsing Tools Across Diverse Document Categories13 Oct 2024 0 repositories listed
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Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG13 Oct 2024 0 repositories listed
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Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization13 Oct 2024 0 repositories listed
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Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning13 Oct 2024 0 repositories listed
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Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism11 Oct 2024 0 repositories listed
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oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness11 Oct 2024 0 repositories listed
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Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation10 Oct 2024 0 repositories listed
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Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preference10 Oct 2024 0 repositories listed
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KRAG Framework for Enhancing LLMs in the Legal Domain10 Oct 2024 0 repositories listed
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News Reporter: A Multi-lingual LLM Framework for Broadcast T.V News10 Oct 2024 0 repositories listed
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No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users10 Oct 2024 0 repositories listed
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Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models9 Oct 2024 0 repositories listed
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Context-Augmented Code Generation Using Programming Knowledge Graphs9 Oct 2024 0 repositories listed
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Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging8 Oct 2024 0 repositories listed
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Automating Bibliometric Analysis with Sentence Transformers and Retrieval-Augmented Generation (RAG): A Pilot Study in Semantic and Contextual Search for Customized Literature Characterization for High-Impact Urban Research8 Oct 2024 0 repositories listed
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ENWAR: A RAG-empowered Multi-Modal LLM Framework for Wireless Environment Perception8 Oct 2024 0 repositories listed
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Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space8 Oct 2024 0 repositories listed
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Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud8 Oct 2024 0 repositories listed
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Improving Embedding Accuracy for Document Retrieval Using Entity Relationship Maps and Model-Aware Contrastive Sampling8 Oct 2024 0 repositories listed
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Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG8 Oct 2024 0 repositories listed
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Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation8 Oct 2024 0 repositories listed
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Driving with Regulation: Interpretable Decision-Making for Autonomous Vehicles with Retrieval-Augmented Reasoning via LLM7 Oct 2024 0 repositories listed
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GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA7 Oct 2024 0 repositories listed
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Knowledge Graph Based Agent for Complex, Knowledge-Intensive QA in Medicine7 Oct 2024 0 repositories listed
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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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Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation4 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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Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization3 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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Reward-RAG: Enhancing RAG with Reward Driven Supervision3 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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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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BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain30 Sep 2024 0 repositories listed
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Ingest-And-Ground: Dispelling Hallucinations from Continually-Pretrained LLMs with RAG30 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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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 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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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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SwiftDossier: Tailored Automatic Dossier for Drug Discovery with LLMs and Agents24 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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Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology20 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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RAG-Modulo: Solving Sequential Tasks using Experience, Critics, and Language Models18 Sep 2024 0 repositories listed
Syntology lines on 1 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 , 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.