Browse State-of-the-Art › Retrieval-augmented Generation › Papers, page 13
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 13 of 22: papers 1,201 to 1,300 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.
-
ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources2 Mar 2025 0 repositories listed
-
Optimizing Multi-Hop Document Retrieval Through Intermediate Representations2 Mar 2025 0 repositories listed
-
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM1 Mar 2025 0 repositories listed
-
A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation28 Feb 2025 0 repositories listed
-
Ext2Gen: Alignment through Unified Extraction and Generation for Robust Retrieval-Augmented Generation28 Feb 2025 0 repositories listed
-
Fine-Grained Retrieval-Augmented Generation for Visual Question Answering28 Feb 2025 0 repositories listed
-
LADs: Leveraging LLMs for AI-Driven DevOps28 Feb 2025 0 repositories listed
-
Retrieval Augmented Generation for Topic Modeling in Organizational Research: An Introduction with Empirical Demonstration28 Feb 2025 0 repositories listed
-
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval28 Feb 2025 0 repositories listed
-
The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems28 Feb 2025 0 repositories listed
-
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications27 Feb 2025 0 repositories listed
-
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers27 Feb 2025 0 repositories listed
-
From Retrieval to Generation: Comparing Different Approaches27 Feb 2025 0 repositories listed
-
LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty27 Feb 2025 0 repositories listed
-
Mapping Trustworthiness in Large Language Models: A Bibliometric Analysis Bridging Theory to Practice27 Feb 2025 0 repositories listed
-
NANOGPT: A Query-Driven Large Language Model Retrieval-Augmented Generation System for Nanotechnology Research27 Feb 2025 0 repositories listed
-
Agent-centric Information Access26 Feb 2025 0 repositories listed
-
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search26 Feb 2025 0 repositories listed
-
Automated Code Generation and Validation for Software Components of Microcontrollers26 Feb 2025 0 repositories listed
-
Efficient Federated Search for Retrieval-Augmented Generation26 Feb 2025 0 repositories listed
-
END: Early Noise Dropping for Efficient and Effective Context Denoising26 Feb 2025 0 repositories listed
-
Kanana: Compute-efficient Bilingual Language Models26 Feb 2025 0 repositories listed
-
Leveraging Retrieval-Augmented Generation and Large Language Models to Predict SERCA-Binding Protein Fragments from Cardiac Proteomics Data26 Feb 2025 0 repositories listed
-
MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering26 Feb 2025 0 repositories listed
-
Retrieval Augmented Anomaly Detection (RAAD): Nimble Model Adjustment Without Retraining26 Feb 2025 0 repositories listed
-
Talking like Piping and Instrumentation Diagrams (P&IDs)26 Feb 2025 0 repositories listed
-
Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems26 Feb 2025 0 repositories listed
-
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference25 Feb 2025 0 repositories listed
-
Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems25 Feb 2025 0 repositories listed
-
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA25 Feb 2025 0 repositories listed
-
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation25 Feb 2025 0 repositories listed
-
Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning25 Feb 2025 0 repositories listed
-
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation25 Feb 2025 0 repositories listed
-
Evaluating the Effect of Retrieval Augmentation on Social Biases24 Feb 2025 0 repositories listed
-
Graphy'our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data24 Feb 2025 0 repositories listed
-
Language Model Re-rankers are Steered by Lexical Similarities24 Feb 2025 0 repositories listed
-
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?24 Feb 2025 0 repositories listed
-
LawPal : A Retrieval Augmented Generation Based System for Enhanced Legal Accessibility in India23 Feb 2025 0 repositories listed
-
Optimizing Retrieval-Augmented Generation of Medical Content for Spaced Repetition Learning23 Feb 2025 0 repositories listed
-
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines23 Feb 2025 0 repositories listed
-
RAG-Enhanced Collaborative LLM Agents for Drug Discovery22 Feb 2025 0 repositories listed
-
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals22 Feb 2025 0 repositories listed
-
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search21 Feb 2025 0 repositories listed
-
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device21 Feb 2025 0 repositories listed
-
Chats-Grid: An Iterative Retrieval Q&A Optimization Scheme Leveraging Large Model and Retrieval Enhancement Generation in smart grid21 Feb 2025 0 repositories listed
-
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance21 Feb 2025 0 repositories listed
-
From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants21 Feb 2025 0 repositories listed
-
MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning21 Feb 2025 0 repositories listed
-
R³Mem: Bridging Memory Retention and Retrieval via Reversible Compression21 Feb 2025 0 repositories listed
-
Retrieval-Augmented Speech Recognition Approach for Domain Challenges21 Feb 2025 0 repositories listed
-
A Socratic RAG Approach to Connect Natural Language Queries on Research Topics with Knowledge Organization Systems20 Feb 2025 0 repositories listed
-
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts20 Feb 2025 0 repositories listed
-
Fact or Guesswork? Evaluating Large Language Model's Medical Knowledge with Structured One-Hop Judgment20 Feb 2025 0 repositories listed
-
FIND: Fine-grained Information Density Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis20 Feb 2025 0 repositories listed
-
Is Relevance Propagated from Retriever to Generator in RAG?20 Feb 2025 0 repositories listed
-
KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding20 Feb 2025 0 repositories listed
-
PaperHelper: Knowledge-Based LLM QA Paper Reading Assistant20 Feb 2025 0 repositories listed
-
WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models20 Feb 2025 0 repositories listed
-
Are Large Language Models In-Context Graph Learners?19 Feb 2025 0 repositories listed
-
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue19 Feb 2025 0 repositories listed
-
Personalized Education with Generative AI and Digital Twins: VR, RAG, and Zero-Shot Sentiment Analysis for Industry 4.0 Workforce Development19 Feb 2025 0 repositories listed
-
RAG-Gym: Optimizing Reasoning and Search Agents with Process Supervision19 Feb 2025 0 repositories listed
-
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering19 Feb 2025 0 repositories listed
-
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation19 Feb 2025 0 repositories listed
-
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach19 Feb 2025 0 repositories listed
-
Towards Geo-Culturally Grounded LLM Generations19 Feb 2025 0 repositories listed
-
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation18 Feb 2025 0 repositories listed
-
Language Models are Few-Shot Graders18 Feb 2025 0 repositories listed
-
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation18 Feb 2025 0 repositories listed
-
Retrieval-augmented systems can be dangerous medical communicators18 Feb 2025 0 repositories listed
-
SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?18 Feb 2025 0 repositories listed
-
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models18 Feb 2025 0 repositories listed
-
Cognitive-Aligned Document Selection for Retrieval-augmented Generation17 Feb 2025 0 repositories listed
-
Does RAG Really Perform Bad For Long-Context Processing?17 Feb 2025 0 repositories listed
-
Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics17 Feb 2025 0 repositories listed
-
FaMTEB: Massive Text Embedding Benchmark in Persian Language17 Feb 2025 0 repositories listed
-
FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models17 Feb 2025 0 repositories listed
-
Multi-Modal Retrieval Augmentation for Open-Ended and Knowledge-Intensive Video Question Answering17 Feb 2025 0 repositories listed
-
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights17 Feb 2025 0 repositories listed
-
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark17 Feb 2025 0 repositories listed
-
Revisiting Robust RAG: Do We Still Need Complex Robust Training in the Era of Powerful LLMs?17 Feb 2025 0 repositories listed
-
SmartLLM: Smart Contract Auditing using Custom Generative AI17 Feb 2025 0 repositories listed
-
Bridging the Gap: Enabling Natural Language Queries for NoSQL Databases through Text-to-NoSQL Translation16 Feb 2025 0 repositories listed
-
CacheFocus: Dynamic Cache Re-Positioning for Efficient Retrieval-Augmented Generation16 Feb 2025 0 repositories listed
-
Investigating Language Preference of Multilingual RAG Systems16 Feb 2025 0 repositories listed
-
IterQR: An Iterative Framework for LLM-based Query Rewrite in e-Commercial Search System16 Feb 2025 0 repositories listed
-
MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation16 Feb 2025 0 repositories listed
-
QuOTE: Question-Oriented Text Embeddings16 Feb 2025 0 repositories listed
-
RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization16 Feb 2025 0 repositories listed
-
SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information16 Feb 2025 0 repositories listed
-
TPCap: Unlocking Zero-Shot Image Captioning with Trigger-Augmented and Multi-Modal Purification Modules16 Feb 2025 0 repositories listed
-
Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations16 Feb 2025 0 repositories listed
-
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs16 Feb 2025 0 repositories listed
-
Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs15 Feb 2025 0 repositories listed
-
Agentic Verification for Ambiguous Query Disambiguation14 Feb 2025 0 repositories listed
-
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation14 Feb 2025 0 repositories listed
-
Hallucinations and Truth: A Comprehensive Accuracy Evaluation of RAG, LoRA and DoRA14 Feb 2025 0 repositories listed
-
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG Routing14 Feb 2025 0 repositories listed
-
MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?14 Feb 2025 0 repositories listed
-
NeuroXVocal: Detection and Explanation of Alzheimer's Disease through Non-invasive Analysis of Picture-prompted Speech14 Feb 2025 0 repositories listed