RAG Papers
Updated on 2025.08.02
| Publish Date | Title | Authors | Code | |
|---|---|---|---|---|
| 2025-07-23 | HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery | Haoran Jiang et.al. | 2507.17209 | null |
| 2025-07-23 | Millions of $\text{GeAR}$-s: Extending GraphRAG to Millions of Documents | Zhili Shen et.al. | 2507.17399 | null |
| 2025-07-23 | Threshold-Protected Searchable Sharing: Privacy Preserving Aggregated-ANN Search for Collaborative RAG | Ruoyang Rykie Guo et.al. | 2507.17199 | null |
| 2025-07-22 | Experience is the Best Teacher: Grounding VLMs for Robotics through Self-Generated Memory | Guowei Lan et.al. | 2507.16713 | null |
| 2025-07-22 | Agentic RAG with Knowledge Graphs for Complex Multi-Hop Reasoning in Real-World Applications | Jean Lelong et.al. | 2507.16507 | null |
| 2025-07-21 | A Survey of Context Engineering for Large Language Models | Lingrui Mei et.al. | 2507.13334 | null |
| 2025-07-21 | EchoVoices: Preserving Generational Voices and Memories for Seniors and Children | Haiying Xu et.al. | 2507.15221 | null |
| 2025-07-21 | mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages | Hellina Hailu Nigatu et.al. | 2507.16011 | null |
| 2025-07-20 | Enhancing Repository-Level Code Generation with Call Chain-Aware Multi-View Context | Yang Liu et.al. | 2507.14791 | null |
| 2025-07-19 | Dynamic Context Tuning for Retrieval-Augmented Generation: Enhancing Multi-Turn Planning and Tool Adaptation | Jubin Abhishek Soni et.al. | 2506.11092 | null |
| 2025-07-18 | BifrostRAG: Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety | Yuxin Zhang et.al. | 2507.13625 | null |
| 2025-07-16 | Advancing Retrieval-Augmented Generation for Structured Enterprise and Internal Data | Chandana Cheerla et.al. | 2507.12425 | null |
| 2025-07-16 | DyG-RAG: Dynamic Graph Retrieval-Augmented Generation with Event-Centric Reasoning | Qingyun Sun et.al. | 2507.13396 | null |
| 2025-07-15 | DRAGON: Dynamic RAG Benchmark On News | Fedor Chernogorskii et.al. | 2507.05713 | null |
| 2025-07-14 | Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools | Junde Wu et.al. | 2502.04644 | link |
| 2025-07-14 | Introducing the Swiss Food Knowledge Graph: AI for Context-Aware Nutrition Recommendation | Lubnaa Abdur Rahman et.al. | 2507.10156 | null |
| 2025-07-14 | Breaking the Storage-Compute Bottleneck in Billion-Scale ANNS: A GPU-Driven Asynchronous I/O Framework | Yang Xiao et.al. | 2507.10070 | null |
| 2025-07-13 | Compute Can’t Handle the Truth: Why Communication Tax Prioritizes Memory and Interconnects in Modern AI Infrastructure | Myoungsoo Jung et.al. | 2507.07223 | null |
| 2025-07-12 | Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact | Rizwan Qureshi et.al. | 2507.00951 | null |
| 2025-07-12 | HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving | Zhengding Hu et.al. | 2507.09138 | null |
| 2025-07-11 | GNN-ACLP: Graph Neural Networks Based Analog Circuit Link Prediction | Guanyuan Pan et.al. | 2504.10240 | null |
| 2025-07-11 | xpSHACL: Explainable SHACL Validation using Retrieval-Augmented Generation and Large Language Models | Gustavo Correa Publio et.al. | 2507.08432 | null |
| 2025-07-11 | KGRAG-Ex: Explainable Retrieval-Augmented Generation with Knowledge Graph-based Perturbations | Georgios Balanos et.al. | 2507.08443 | null |
| 2025-07-11 | CUE-RAG: Towards Accurate and Cost-Efficient Graph-Based RAG via Multi-Partite Graph and Query-Driven Iterative Retrieval | Yaodong Su et.al. | 2507.08445 | null |
| 2025-07-11 | GraphRunner: A Multi-Stage Framework for Efficient and Accurate Graph-Based Retrieval | Savini Kashmira et.al. | 2507.08945 | null |
| 2025-07-10 | Long Context Scaling: Divide and Conquer via Multi-Agent Question-driven Collaboration | Sibo Xiao et.al. | 2505.20625 | null |
| 2025-07-10 | MIRIX: Multi-Agent Memory System for LLM-Based Agents | Yu Wang et.al. | 2507.07957 | null |
| 2025-07-10 | KeyKnowledgeRAG (K^2RAG): An Enhanced RAG method for improved LLM question-answering capabilities | Hruday Markondapatnaikuni et.al. | 2507.07695 | null |
| 2025-07-09 | RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation | Tianzhe Zhao et.al. | 2507.08862 | null |
| 2025-07-08 | MemOS: A Memory OS for AI System | Zhiyu Li et.al. | 2507.03724 | null |
| 2025-07-08 | KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation | Zeyuan Meng et.al. | 2507.05863 | null |
| 2025-07-07 | Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions | Yuanzhe Hu et.al. | 2507.05257 | null |
| 2025-07-07 | DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics | Yayu Long et.al. | 2507.04661 | null |
| 2025-07-07 | A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models | Qikai Wei et.al. | 2507.16826 | null |
| 2025-07-06 | Multi-Modal Semantic Parsing for the Interpretation of Tombstone Inscriptions | Xiao Zhang et.al. | 2507.04377 | null |
| 2025-07-05 | Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks | Xinxi Lyu et.al. | 2507.01297 | null |
| 2025-07-05 | BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering | Costas Mavromatis et.al. | 2507.04127 | null |
| 2025-07-04 | EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora | Fangyuan Zhang et.al. | 2506.20963 | null |
| 2025-07-04 | Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN) | Sarat Ahmad et.al. | 2507.03608 | null |
| 2025-07-04 | NDAI-NeuroMAP: A Neuroscience-Specific Embedding Model for Domain-Specific Retrieval | Devendra Patel et.al. | 2507.03329 | null |
| 2025-07-04 | Efficient Knowledge Graph Construction and Retrieval from Unstructured Text for Large-Scale RAG Systems | Congmin Min et.al. | 2507.03226 | null |
| 2025-07-04 | ReservoirChat: Interactive Documentation Enhanced with LLM and Knowledge Graph for ReservoirPy | Virgile Boraud et.al. | 2507.05279 | null |
| 2025-07-02 | WebANNS: Fast and Efficient Approximate Nearest Neighbor Search in Web Browsers | Mugeng Liu et.al. | 2507.00521 | null |
| 2025-07-01 | MobileRAG: A Fast, Memory-Efficient, and Energy-Efficient Method for On-Device RAG | Taehwan Park et.al. | 2507.01079 | null |
| 2025-06-30 | FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation | Zhuocheng Zhang et.al. | 2506.12494 | link |
| 2025-06-27 | Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation | Qitao Qin et.al. | 2504.05312 | null |
| 2025-06-27 | MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot | Xuejiao Zhao et.al. | 2502.04413 | link |
| 2025-06-26 | PsyLite Technical Report | Fangjun Ding et.al. | 2506.21536 | null |
| 2025-06-26 | Weak-to-Strong GraphRAG: Aligning Weak Retrievers with Large Language Models for Graph-based Retrieval Augmented Generation | Deyu Zou et.al. | 2506.22518 | null |
| 2025-06-24 | Talking to GDELT Through Knowledge Graphs | Audun Myers et.al. | 2503.07584 | null |
| 2025-06-24 | Conversational Intent-Driven GraphRAG: Enhancing Multi-Turn Dialogue Systems through Adaptive Dual-Retrieval of Flow Patterns and Context Semantics | Ziqi Zhu et.al. | 2506.19385 | null |
| 2025-06-24 | Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs | Travis Thompson et.al. | 2506.19967 | null |
| 2025-06-23 | RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding | Guanzheng Chen et.al. | 2502.20330 | link |
| 2025-06-23 | Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks | Hongyuan Tao et.al. | 2505.16901 | null |
| 2025-06-23 | T-CPDL: A Temporal Causal Probabilistic Description Logic for Developing Logic-RAG Agent | Hong Qing Yu et.al. | 2506.18559 | null |
| 2025-06-23 | LLMs on a Budget? Say HOLA | Zohaib Hasan Siddiqui et.al. | 2506.18952 | null |
| 2025-06-22 | PDF Retrieval Augmented Question Answering | Thi Thu Uyen Hoang et.al. | 2506.18027 | null |
| 2025-06-22 | A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment | Quanwei Tang et.al. | 2506.17951 | null |
| 2025-06-21 | ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation | Pengcheng Huang et.al. | 2502.15543 | link |
| 2025-06-20 | Memory-enhanced Retrieval Augmentation for Long Video Understanding | Huaying Yuan et.al. | 2503.09149 | null |
| 2025-06-19 | From RAG to Memory: Non-Parametric Continual Learning for Large Language Models | Bernal Jiménez Gutiérrez et.al. | 2502.14802 | link |
| 2025-06-18 | AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding | Zhucun Xue et.al. | 2506.13589 | null |
| 2025-06-18 | Research on Graph-Retrieval Augmented Generation Based on Historical Text Knowledge Graphs | Yang Fan et.al. | 2506.15241 | null |
| 2025-06-18 | PentaRAG: Large-Scale Intelligent Knowledge Retrieval for Enterprise LLM Applications | Abu Hanif Muhammad Syarubany et.al. | 2506.21593 | null |
| 2025-06-17 | Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution | Xiaohan Zheng et.al. | 2506.14529 | null |
| 2025-06-17 | Graph RAG for Legal Norms: A Hierarchical, Temporal and Deterministic Approach | Hudson de Martim et.al. | 2505.00039 | null |
| 2025-06-16 | SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative Refinement | Chelsi Jain et.al. | 2506.14035 | link |
| 2025-06-16 | Arctic Long Sequence Training: Scalable And Efficient Training For Multi-Million Token Sequences | Stas Bekman et.al. | 2506.13996 | link |
| 2025-06-15 | Reasoning with RAGged events: RAG-Enhanced Event Knowledge Base Construction and reasoning with proof-assistants | Stergios Chatzikyriakidis et.al. | 2506.07042 | null |
| 2025-06-15 | SlimRAG: Retrieval without Graphs via Entity-Aware Context Selection | Jiale Zhang et.al. | 2506.17288 | null |
| 2025-06-14 | MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination | Ao Jia et.al. | 2506.12483 | null |
| 2025-06-14 | FastRAG: Retrieval Augmented Generation for Semi-structured Data | Amar Abane et.al. | 2411.13773 | null |
| 2025-06-13 | Maximally-Informative Retrieval for State Space Model Generation | Evan Becker et.al. | 2506.12149 | null |
| 2025-06-12 | FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems | Val Andrei Fajardo et.al. | 2506.09200 | link |
| 2025-06-12 | Assessing RAG and HyDE on 1B vs. 4B-Parameter Gemma LLMs for Personal Assistants Integretion | Andrejs Sorstkins et.al. | 2506.21568 | null |
| 2025-06-11 | KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs | Dingjun Wu et.al. | 2506.09542 | null |
| 2025-06-11 | Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering | Tianjun Yao et.al. | 2506.09645 | link |
| 2025-06-11 | Traceable LLM-based validation of statements in knowledge graphs | Daniel Adam et.al. | 2409.07507 | link |
| 2025-06-11 | CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs | Jash Rajesh Parekh et.al. | 2506.08364 | null |
| 2025-06-11 | VAT-KG: Knowledge-Intensive Multimodal Knowledge Graph Dataset for Retrieval-Augmented Generation | Hyeongcheol Park et.al. | 2506.21556 | null |
| 2025-06-10 | XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation | Ke Wang et.al. | 2506.13782 | link |
| 2025-06-09 | Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models | Haoyu Wang et.al. | 2506.07334 | null |
| 2025-06-09 | LEANN: A Low-Storage Vector Index | Yichuan Wang et.al. | 2506.08276 | null |
| 2025-06-09 | Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval | Abdellah Ghassel et.al. | 2506.08074 | link |
| 2025-06-09 | SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding | Nianbo Zeng et.al. | 2506.07600 | null |
| 2025-06-09 | LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking | Vahid Azizi et.al. | 2506.07449 | link |
| 2025-06-08 | Question Answering under Temporal Conflict: Evaluating and Organizing Evolving Knowledge with LLMs | Atahan Özer et.al. | 2506.07270 | null |
| 2025-06-08 | KG2QA: Knowledge Graph-enhanced Retrieval-Augmented Generation for Communication Standards Question Answering | Zhongze Luo et.al. | 2506.07037 | null |
| 2025-06-07 | Graph-based RAG Enhancement via Global Query Disambiguation and Dependency-Aware Reranking | Ningyuan Li et.al. | 2506.11106 | null |
| 2025-06-06 | Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graphs for Retrieval-Augmented Generation | Ze Yu Zhang et.al. | 2506.05939 | null |
| 2025-06-06 | BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions | Saptarshi Sengupta et.al. | 2506.05766 | null |
| 2025-06-06 | DORAEMON: Decentralized Ontology-aware Reliable Agent with Enhanced Memory Oriented Navigation | Tianjun Gu et.al. | 2505.21969 | link |
| 2025-06-06 | Building Models of Neurological Language | Henry Watkins et.al. | 2506.06208 | null |
| 2025-06-06 | Large Language Models are Good Relational Learners | Fang Wu et.al. | 2506.05725 | null |
| 2025-06-06 | When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation | Zhishang Xiang et.al. | 2506.05690 | link |
| 2025-06-06 | E^2GraphRAG: Streamlining Graph-based RAG for High Efficiency and Effectiveness | Yibo Zhao et.al. | 2505.24226 | null |
| 2025-06-05 | From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems | Jiayi Chen et.al. | 2506.04565 | null |
| 2025-06-03 | Beyond RAG: Reinforced Reasoning Augmented Generation for Clinical Notes | Lo Pang-Yun Ting et.al. | 2506.05386 | null |
| 2025-06-03 | MotionRAG-Diff: A Retrieval-Augmented Diffusion Framework for Long-Term Music-to-Dance Generation | Mingyang Huang et.al. | 2506.02661 | null |
| 2025-06-02 | SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation | Aurick Qiao et.al. | 2410.03960 | null |
| 2025-06-02 | Improving Factuality with Explicit Working Memory | Mingda Chen et.al. | 2412.18069 | null |
| 2025-06-02 | Guiding Generative Storytelling with Knowledge Graphs | Zhijun Pan et.al. | 2505.24803 | null |
| 2025-06-02 | DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation | Jennifer Chen et.al. | 2506.01954 | null |
| 2025-06-02 | Retrieval-Augmented Generation of Ontologies from Relational Databases | Mojtaba Nayyeri et.al. | 2506.01232 | null |
| 2025-06-01 | A Survey of LLM $\times$ DATA | Xuanhe Zhou et.al. | 2505.18458 | link |
| 2025-06-01 | A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy | Yang Zhao et.al. | 2506.04252 | null |
| 2025-06-01 | RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation Systems | Yixiao Zeng et.al. | 2506.00789 | link |
| 2025-05-31 | OntoRAG: Enhancing Question-Answering through Automated Ontology Derivation from Unstructured Knowledge Bases | Yash Tiwari et.al. | 2506.00664 | null |
| 2025-05-29 | AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems | Yingxuan Yang et.al. | 2504.00587 | null |
| 2025-05-29 | Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking | Liangliang Zhang et.al. | 2505.23495 | null |
| 2025-05-29 | SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation | Yuzheng Cai et.al. | 2412.15272 | link |
| 2025-05-29 | Retrieval Augmented Generation based Large Language Models for Causality Mining | Thushara Manjari Naduvilakandy et.al. | 2505.23944 | link |
| 2025-05-29 | BugRepro: Enhancing Android Bug Reproduction with Domain-Specific Knowledge Integration | Hongrong Yin et.al. | 2505.14528 | null |
| 2025-05-28 | Towards Efficient Key-Value Cache Management for Prefix Prefilling in LLM Inference | Yue Zhu et.al. | 2505.21919 | null |
| 2025-05-28 | Contextual Memory Intelligence – A Foundational Paradigm for Human-AI Collaboration and Reflective Generative AI Systems | Kristy Wedel et.al. | 2506.05370 | null |
| 2025-05-28 | MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models | Zhiyu Li et.al. | 2505.22101 | null |
| 2025-05-28 | AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges | Ranjan Sapkota et.al. | 2505.10468 | null |
| 2025-05-28 | SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context | Hairu Wang et.al. | 2505.23841 | null |
| 2025-05-28 | Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks | Martin Böckling et.al. | 2505.16849 | link |
| 2025-05-28 | Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation | Shijie Wang et.al. | 2501.02226 | null |
| 2025-05-28 | Rethinking Hybrid Retrieval: When Small Embeddings and LLM Re-ranking Beat Bigger Models | Arjun Rao et.al. | 2506.00049 | null |
| 2025-05-27 | DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs | Xiabin Zhou et.al. | 2412.14838 | null |
| 2025-05-27 | Complex System Diagnostics Using a Knowledge Graph-Informed and Large Language Model-Enhanced Framework | Saman Marandi et.al. | 2505.21291 | null |
| 2025-05-27 | Path Pooling: Training-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation | Hairu Wang et.al. | 2503.05203 | null |
| 2025-05-26 | DGRAG: Distributed Graph-based Retrieval-Augmented Generation in Edge-Cloud Systems | Wenqing Zhou et.al. | 2505.19847 | null |
| 2025-05-26 | LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer | Rasoul Zahedifar et.al. | 2505.19567 | null |
| 2025-05-26 | Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models | Yifan Jia et.al. | 2505.19509 | link |
| 2025-05-26 | KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing | Rui Li et.al. | 2505.20245 | link |
| 2025-05-26 | GTR: Graph-Table-RAG for Cross-Table Question Answering | Jiaru Zou et.al. | 2504.01346 | null |
| 2025-05-25 | Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps | Jie Ou et.al. | 2505.12731 | null |
| 2025-05-25 | Simplifying Data Integration: SLM-Driven Systems for Unified Semantic Queries Across Heterogeneous Databases | Teng Lin et.al. | 2504.05634 | null |
| 2025-05-24 | BRIT: Bidirectional Retrieval over Unified Image-Text Graph | Ainulla Khan et.al. | 2505.18450 | null |
| 2025-05-23 | Hydra: Structured Cross-Source Enhanced Large Language Model Reasoning | Xingyu Tan et.al. | 2505.17464 | null |
| 2025-05-22 | LSM-VEC: A Large-Scale Disk-Based System for Dynamic Vector Search | Shurui Zhong et.al. | 2505.17152 | null |
| 2025-05-22 | CUB: Benchmarking Context Utilisation Techniques for Language Models | Lovisa Hagström et.al. | 2505.16518 | null |
| 2025-05-22 | Cosmos: A CXL-Based Full In-Memory System for Approximate Nearest Neighbor Search | Seoyoung Ko et.al. | 2505.16096 | null |
| 2025-05-22 | FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering | Yuan Sui et.al. | 2405.13873 | null |
| 2025-05-22 | Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation | Derong Xu et.al. | 2505.16237 | null |
| 2025-05-22 | Hallucination Detection in LLMs with Topological Divergence on Attention Graphs | Alexandra Bazarova et.al. | 2504.10063 | null |
| 2025-05-21 | Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation | Dun Yuan et.al. | 2503.24245 | null |
| 2025-05-21 | HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases | Pingqing Zheng et.al. | 2505.15701 | link |
| 2025-05-21 | Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization | Yutao Zhu et.al. | 2505.15444 | null |
| 2025-05-20 | Scaling Test-Time Inference with Policy-Optimized, Dynamic Retrieval-Augmented Generation via KV Caching and Decoding | Sakhinana Sagar Srinivas et.al. | 2504.01281 | null |
| 2025-05-20 | MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations | Ernests Lavrinovics et.al. | 2505.14101 | link |
| 2025-05-20 | Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering | Yihua Zhu et.al. | 2505.14099 | null |
| 2025-05-20 | Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning | Ruiyi Yang et.al. | 2505.13994 | null |
| 2025-05-19 | SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache | Qiuyu Zhu et.al. | 2505.10951 | null |
| 2025-05-19 | Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering | Xukai Liu et.al. | 2505.12662 | link |
| 2025-05-19 | Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval | Ruiyi Yang et.al. | 2503.14234 | null |
| 2025-05-19 | Optimizing Retrieval Augmented Generation for Object Constraint Language | Kevin Chenhao Li et.al. | 2505.13129 | null |
| 2025-05-19 | Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain | Yuyang Li et.al. | 2505.13006 | null |
| 2025-05-19 | CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models | Feiyang Li et.al. | 2504.13534 | null |
| 2025-05-17 | Telco-oRAG: Optimizing Retrieval-augmented Generation for Telecom Queries via Hybrid Retrieval and Neural Routing | Andrei-Laurentiu Bornea et.al. | 2505.11856 | null |
| 2025-05-17 | A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation | Xujie Yuan et.al. | 2502.20854 | null |
| 2025-05-17 | Let’s have a chat with the EU AI Act | Adam Kovari et.al. | 2505.11946 | null |
| 2025-05-17 | ELITE: Embedding-Less retrieval with Iterative Text Exploration | Zhangyu Wang et.al. | 2505.11908 | link |
| 2025-05-17 | DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation | David Osei Opoku et.al. | 2505.17058 | null |
| 2025-05-16 | mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs | Chuan Xu et.al. | 2505.11180 | link |
| 2025-05-16 | Leveraging Graph Retrieval-Augmented Generation to Support Learners’ Understanding of Knowledge Concepts in MOOCs | Mohamed Abdelmagied et.al. | 2505.10074 | null |
| 2025-05-16 | Empowering Agentic Video Analytics Systems with Video Language Models | Yuxuan Yan et.al. | 2505.00254 | null |
| 2025-05-15 | Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph | Deeksha Prahlad et.al. | 2505.09945 | link |
| 2025-05-15 | GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs | Longchao Da et.al. | 2505.10143 | null |
| 2025-05-13 | Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration | Rishabh Agrawal et.al. | 2505.08261 | null |
| 2025-05-12 | RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning | Yuanhuiyi Lyu et.al. | 2502.00848 | null |
| 2025-05-12 | KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation | Ching Han Chen et.al. | 2505.07618 | null |
| 2025-05-12 | GRADA: Graph-based Reranker against Adversarial Documents Attack | Jingjie Zheng et.al. | 2505.07546 | link |
| 2025-05-09 | Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization | Ryan C. Barron et.al. | 2502.20364 | link |
| 2025-05-09 | ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding | Shuai Wang et.al. | 2505.06020 | null |
| 2025-05-08 | KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification | Qianbo Zang et.al. | 2505.05583 | link |
| 2025-05-06 | Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation | Mohammad Shoaib Ansari et.al. | 2505.03406 | null |
| 2025-05-05 | KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models | Weijie Chen et.al. | 2412.05547 | link |
| 2025-05-04 | Real-time Spatial Retrieval Augmented Generation for Urban Environments | David Nazareno Campo et.al. | 2505.02271 | null |
| 2025-05-04 | Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use | Justin Ho et.al. | 2505.02164 | link |
| 2025-05-03 | Harnessing the Power of LLMs, Informers and Decision Transformers for Intent-driven RAN Management in 6G | Md Arafat Habib et.al. | 2505.01841 | null |
| 2025-05-02 | CaGR-RAG: Context-aware Query Grouping for Disk-based Vector Search in RAG Systems | Yeonwoo Jeong et.al. | 2505.01164 | null |
| 2025-04-30 | Optimization of embeddings storage for RAG systems using quantization and dimensionality reduction techniques | Naamán Huerga-Pérez et.al. | 2505.00105 | null |
| 2025-04-30 | LLM-Empowered Embodied Agent for Memory-Augmented Task Planning in Household Robotics | Marc Glocker et.al. | 2504.21716 | link |
| 2025-04-28 | Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory | Prateek Chhikara et.al. | 2504.19413 | null |
| 2025-04-26 | Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs | Yingjian Chen et.al. | 2504.10982 | null |
| 2025-04-26 | Building Scalable AI-Powered Applications with Cloud Databases: Architectures, Best Practices and Performance Considerations | Santosh Bhupathi et.al. | 2504.18793 | null |
| 2025-04-25 | PropRAG: Guiding Retrieval with Beam Search over Proposition Paths | Jingjin Wang et.al. | 2504.18070 | null |
| 2025-04-24 | Synergizing RAG and Reasoning: A Systematic Review | Yunfan Gao et.al. | 2504.15909 | null |
| 2025-04-23 | LLM-assisted Graph-RAG Information Extraction from IFC Data | Sima Iranmanesh et.al. | 2504.16813 | null |
| 2025-04-21 | Efficient Document Retrieval with G-Retriever | Manthankumar Solanki et.al. | 2504.14955 | link |
| 2025-04-20 | Understanding and Optimizing Multi-Stage AI Inference Pipelines | Abhimanyu Rajeshkumar Bambhaniya et.al. | 2504.09775 | null |
| 2025-04-20 | Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval | Pengcheng Jiang et.al. | 2410.04585 | link |
| 2025-04-19 | Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and Education | Ali Forootani et.al. | 2409.07110 | link |
| 2025-04-17 | RAGDoll: Efficient Offloading-based Online RAG System on a Single GPU | Weiping Yu et.al. | 2504.15302 | null |
| 2025-04-17 | Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild | Jiatai Wang et.al. | 2504.12982 | null |
| 2025-04-17 | InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning | Zheng Wang et.al. | 2504.13032 | null |
| 2025-04-17 | CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation | Elahe Khatibi et.al. | 2504.12560 | link |
| 2025-04-16 | Shared Disk KV Cache Management for Efficient Multi-Instance Inference in RAG-Powered LLMs | Hyungwoo Lee et.al. | 2504.11765 | null |
| 2025-04-15 | NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes | Tianyang Xu et.al. | 2504.11544 | null |
| 2025-04-15 | Timing Analysis Agent: Autonomous Multi-Corner Multi-Mode (MCMM) Timing Debugging with Timing Debug Relation Graph | Jatin Nainani et.al. | 2504.11502 | null |
| 2025-04-14 | CodeRAG: Supportive Code Retrieval on Bigraph for Real-World Code Generation | Jia Li et.al. | 2504.10046 | null |
| 2025-04-14 | DataMosaic: Explainable and Verifiable Multi-Modal Data Analytics through Extract-Reason-Verify | Zhengxuan Zhang et.al. | 2504.10036 | null |
| 2025-04-14 | Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models | Yujing Wang et.al. | 2504.09910 | null |
| 2025-04-14 | RAKG:Document-level Retrieval Augmented Knowledge Graph Construction | Hairong Zhang et.al. | 2504.09823 | link |
| 2025-04-13 | HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation | Pei Liu et.al. | 2504.12330 | link |
| 2025-04-12 | Semantic Commit: Helping Users Update Intent Specifications for AI Memory at Scale | Priyan Vaithilingam et.al. | 2504.09283 | null |
| 2025-04-11 | An Adaptive Vector Index Partitioning Scheme for Low-Latency RAG Pipeline | Junkyum Kim et.al. | 2504.08930 | null |
| 2025-04-11 | PCA-RAG: Principal Component Analysis for Efficient Retrieval-Augmented Generation | Arman Khaledian et.al. | 2504.08386 | null |
| 2025-04-11 | Knowledge Graph-extended Retrieval Augmented Generation for Question Answering | Jasper Linders et.al. | 2504.08893 | null |
| 2025-04-11 | HyperCore: The Core Framework for Building Hyperbolic Foundation Models with Comprehensive Modules | Neil He et.al. | 2504.08912 | link |
| 2025-04-10 | ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models | Joel Barmettler et.al. | 2504.07624 | null |
| 2025-04-09 | MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation | Hongjin Qian et.al. | 2409.05591 | link |
| 2025-04-08 | Decentralizing AI Memory: SHIMI, a Semantic Hierarchical Memory Index for Scalable Agent Reasoning | Tooraj Helmi et.al. | 2504.06135 | null |
| 2025-04-08 | MicroNN: An On-device Disk-resident Updatable Vector Database | Jeffrey Pound et.al. | 2504.05573 | null |
| 2025-04-08 | Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey | Zulun Zhu et.al. | 2504.10499 | null |
| 2025-04-07 | LLM meets ML: Data-efficient Anomaly Detection on Unseen Unstable Logs | Fatemeh Hadadi et.al. | 2406.07467 | null |
| 2025-04-07 | GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases | Alfred Clemedtson et.al. | 2504.05478 | link |
| 2025-04-07 | Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness | Dongzhuoran Zhou et.al. | 2504.05163 | null |
| 2025-04-06 | Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification | Cristina Cornelio et.al. | 2504.04578 | null |
| 2025-04-06 | Driving-RAG: Driving Scenarios Embedding, Search, and RAG Applications | Cheng Chang et.al. | 2504.04419 | null |
| 2025-04-04 | Rotation Invariance in Floor Plan Digitization using Zernike Moments | Marius Graumann et.al. | 2504.03241 | null |
| 2025-04-03 | HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse | Yuwei An et.al. | 2504.02921 | null |
| 2025-04-03 | CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion | Jiayi Yao et.al. | 2405.16444 | link |
| 2025-04-03 | Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation | Liangbo Ning et.al. | 2504.02458 | null |
| 2025-04-02 | Biomedical Question Answering via Multi-Level Summarization on a Local Knowledge Graph | Lingxiao Guan et.al. | 2504.01309 | null |
| 2025-04-01 | Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB | Anas Dorbani et.al. | 2504.01157 | null |
| 2025-04-01 | TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG | Savini Kashmira et.al. | 2412.05447 | null |
| 2025-03-29 | Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering | Yuelyu Ji et.al. | 2503.23095 | null |
| 2025-03-28 | Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysis | Lukas Bahr et.al. | 2406.18114 | link |
| 2025-03-27 | MemInsight: Autonomous Memory Augmentation for LLM Agents | Rana Salama et.al. | 2503.21760 | null |
| 2025-03-27 | Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack | Cheng Wang et.al. | 2503.21315 | null |
| 2025-03-26 | Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization | Gentiana Rashiti et.al. | 2410.00004 | link |
| 2025-03-21 | Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent | Humza Nusrat et.al. | 2503.17553 | null |
| 2025-03-20 | Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG | Jingru Wang et.al. | 2504.06279 | null |
| 2025-03-20 | Tuning LLMs by RAG Principles: Towards LLM-native Memory | Jiale Wei et.al. | 2503.16071 | link |
| 2025-03-20 | Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models | Baolong Bi et.al. | 2503.15888 | link |
| 2025-03-14 | AIstorian lets AI be a historian: A KG-powered multi-agent system for accurate biography generation | Fengyu Li et.al. | 2503.11346 | link |
| 2025-03-14 | RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration | Hong Qing Yu et.al. | 2503.13514 | null |
| 2025-03-09 | Training Sparse Mixture Of Experts Text Embedding Models | Zach Nussbaum et.al. | 2502.07972 | link |
| 2025-03-07 | Leveraging Approximate Caching for Faster Retrieval-Augmented Generation | Shai Bergman et.al. | 2503.05530 | null |
| 2025-03-07 | Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History | Bowen Wu et.al. | 2503.05150 | link |
| 2025-03-06 | Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning | Giulio Corallo et.al. | 2503.04973 | null |
| 2025-03-05 | A Comprehensive Framework for Reliable Legal AI: Combining Specialized Expert Systems and Adaptive Refinement | Sidra Nasir et.al. | 2412.20468 | null |
| 2025-03-04 | RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards | Xinze Li et.al. | 2410.13509 | link |
| 2025-02-28 | TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval | Chien-Yu Lin et.al. | 2502.20969 | null |
| 2025-02-26 | CommGPT: A Graph and Retrieval-Augmented Multimodal Communication Foundation Model | Feibo Jiang et.al. | 2502.18763 | null |
| 2025-02-26 | EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation | Yinghao Zhu et.al. | 2406.00036 | null |
| 2025-02-25 | Rank1: Test-Time Compute for Reranking in Information Retrieval | Orion Weller et.al. | 2502.18418 | link |
| 2025-02-25 | OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language Model | Sumeth Yuenyong et.al. | 2411.07238 | null |
| 2025-02-23 | Don’t Do RAG: When Cache-Augmented Generation is All You Need for Knowledge Tasks | Brian J Chan et.al. | 2412.15605 | link |
| 2025-02-21 | OmniQuery: Contextually Augmenting Captured Multimodal Memory to Enable Personal Question Answering | Jiahao Nick Li et.al. | 2409.08250 | null |
| 2025-02-21 | From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants | Manisha Mukherjee et.al. | 2502.15237 | null |
| 2025-02-21 | Knowledge Pyramid Construction for Multi-Level Retrieval-Augmented Generation | Rubing Chen et.al. | 2407.21276 | null |
| 2025-02-19 | DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue | Feiyuan Zhang et.al. | 2502.13847 | null |
| 2025-02-18 | RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models | Tanqiu Jiang et.al. | 2502.12794 | link |
| 2025-02-17 | Does RAG Really Perform Bad For Long-Context Processing? | Kun Luo et.al. | 2502.11444 | null |
| 2025-02-16 | Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks | Yuanjie Lyu et.al. | 2502.11083 | link |
| 2025-02-16 | RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering | Zhongwu Chen et.al. | 2410.22353 | link |
| 2025-02-13 | GraNNite: Enabling High-Performance Execution of Graph Neural Networks on Resource-Constrained Neural Processing Units | Arghadip Das et.al. | 2502.06921 | link |
| 2025-02-13 | Knowledge-Enhanced Program Repair for Data Science Code | Shuyin Ouyang et.al. | 2502.09771 | null |
| 2025-02-12 | APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding | Xinyu Yang et.al. | 2502.05431 | link |
| 2025-02-12 | How to Build an Adaptive AI Tutor for Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG) | Chenxi Dong et.al. | 2311.17696 | null |
| 2025-02-10 | LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs | Vincent Emonet et.al. | 2410.06062 | link |
| 2025-02-10 | Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented Generation | Shengjie Ma et.al. | 2407.10805 | link |
| 2025-02-08 | Knowledge Graph-Guided Retrieval Augmented Generation | Xiangrong Zhu et.al. | 2502.06864 | link |
| 2025-02-07 | Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture | S Santosh Kumar et.al. | 2502.05233 | null |
| 2025-02-05 | Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation | Shubham Agarwal et.al. | 2502.15734 | null |
| 2025-02-05 | Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation | Mufei Li et.al. | 2410.20724 | link |
| 2025-02-04 | Plan*RAG: Efficient Test-Time Planning for Retrieval Augmented Generation | Prakhar Verma et.al. | 2410.20753 | null |
| 2025-02-03 | Augmented Knowledge Graph Querying leveraging LLMs | Marco Arazzi et.al. | 2502.01298 | null |
| 2025-02-03 | Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective | Rui Yang et.al. | 2410.17600 | link |
| 2025-01-24 | GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration | Ziwen Li et.al. | 2501.16382 | link |
| 2025-01-24 | Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph | Xujian Liang et.al. | 2501.14300 | link |
| 2025-01-23 | Parallel Key-Value Cache Fusion for Position Invariant RAG | Philhoon Oh et.al. | 2501.07523 | null |
| 2025-01-22 | FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs | Zengyi Gao et.al. | 2501.09957 | null |
| 2025-01-21 | Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation | Quanting Xie et.al. | 2409.18313 | null |
| 2025-01-20 | Zep: A Temporal Knowledge Graph Architecture for Agent Memory | Preston Rasmussen et.al. | 2501.13956 | link |
| 2025-01-20 | Explainable Lane Change Prediction for Near-Crash Scenarios Using Knowledge Graph Embeddings and Retrieval Augmented Generation | M. Manzour et.al. | 2501.11560 | null |
| 2025-01-17 | 4bit-Quantization in Vector-Embedding for RAG | Taehee Jeong et.al. | 2501.10534 | link |
| 2025-01-16 | Adaptive Contextual Caching for Mobile Edge Large Language Model Service | Guangyuan Liu et.al. | 2501.09383 | null |
| 2025-01-14 | Addressing the sustainable AI trilemma: a case study on LLM agents and RAG | Hui Wu et.al. | 2501.08262 | link |
| 2025-01-13 | Research on the Online Update Method for Retrieval-Augmented Generation (RAG) Model with Incremental Learning | Yuxin Fan et.al. | 2501.07063 | null |
| 2024-12-31 | EdgeRAG: Online-Indexed RAG for Edge Devices | Korakit Seemakhupt et.al. | 2412.21023 | null |
| 2024-12-31 | CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care | Michael Gubanov et.al. | 2501.00223 | null |
| 2024-12-27 | Casevo: A Cognitive Agents and Social Evolution Simulator | Zexun Jiang et.al. | 2412.19498 | link |
| 2024-12-25 | RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG | Rishiraj Saha Roy et.al. | 2412.17690 | null |
| 2024-12-19 | LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic Pathologies | Ameer Hamza et.al. | 2410.04749 | link |
| 2024-12-16 | Towards Understanding Systems Trade-offs in Retrieval-Augmented Generation Model Inference | Michael Shen et.al. | 2412.11854 | null |
| 2024-12-16 | Let your LLM generate a few tokens and you will reduce the need for retrieval | Hervé Déjean et.al. | 2412.11536 | null |
| 2024-12-16 | GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding | Yukun Cao et.al. | 2409.03258 | null |
| 2024-12-14 | Accelerating Retrieval-Augmented Generation | Derrick Quinn et.al. | 2412.15246 | null |
| 2024-12-10 | Generating Knowledge Graphs from Large Language Models: A Comparative Study of GPT-4, LLaMA 2, and BERT | Ahan Bhatt et.al. | 2412.07412 | null |
| 2024-12-10 | Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation | Mohammad Sadeq Abolhasani et.al. | 2412.00608 | null |
| 2024-12-06 | SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot | Jinlin Wu et.al. | 2412.05187 | link |
| 2024-12-05 | Hybrid-SQuAD: Hybrid Scholarly Question Answering Dataset | Tilahun Abedissa Taffa et.al. | 2412.02788 | null |
| 2024-12-04 | Advancing Conversational Psychotherapy: Integrating Privacy, Dual-Memory, and Domain Expertise with Large Language Models | XiuYu Zhang et.al. | 2412.02987 | null |
| 2024-11-29 | Knowledge Management for Automobile Failure Analysis Using Graph RAG | Yuta Ojima et.al. | 2411.19539 | null |
| 2024-11-20 | Multimodal large language model for wheat breeding: a new exploration of smart breeding | Guofeng Yang et.al. | 2411.15203 | null |
| 2024-11-18 | Towards Evaluating Large Language Models for Graph Query Generation | Siraj Munir et.al. | 2411.08449 | null |
| 2024-11-17 | On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation | Can Cui et.al. | 2411.11913 | null |
| 2024-11-11 | Toward Optimal Search and Retrieval for RAG | Alexandria Leto et.al. | 2411.07396 | link |
| 2024-11-11 | AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant | Yujia Zhou et.al. | 2411.06805 | link |
| 2024-11-07 | AMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG | Yichen Shi et.al. | 2411.13560 | null |
| 2024-11-04 | RAGViz: Diagnose and Visualize Retrieval-Augmented Generation | Tevin Wang et.al. | 2411.01751 | link |
| 2024-11-01 | CRAG – Comprehensive RAG Benchmark | Xiao Yang et.al. | 2406.04744 | link |
| 2024-10-30 | Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval | Le Huang et.al. | 2410.23041 | link |
| 2024-10-30 | Semantic Enrichment of the Quantum Cascade Laser Properties in Text- A Knowledge Graph Generation Approach | Deperias Kerre et.al. | 2410.22996 | link |
| 2024-10-29 | GraphAide: Advanced Graph-Assisted Query and Reasoning System | Sumit Purohit et.al. | 2411.08041 | null |
| 2024-10-28 | CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models | Meiqi Chen et.al. | 2410.21067 | null |
| 2024-10-24 | LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search | Elias Jääsaari et.al. | 2410.18926 | link |
| 2024-10-23 | ConfusedPilot: Confused Deputy Risks in RAG-based LLMs | Ayush RoyChowdhury et.al. | 2408.04870 | null |
| 2024-10-22 | Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency | Prafulla Kumar Choubey et.al. | 2410.16597 | null |
| 2024-10-22 | DepsRAG: Towards Agentic Reasoning and Planning for Software Dependency Management | Mohannad Alhanahnah et.al. | 2405.20455 | link |
| 2024-10-21 | Who’s Who: Large Language Models Meet Knowledge Conflicts in Practice | Quang Hieu Pham et.al. | 2410.15737 | link |
| 2024-10-21 | DRIM-ANN: An Approximate Nearest Neighbor Search Engine based on Commercial DRAM-PIMs | Mingkai Chen et.al. | 2410.15621 | null |
| 2024-10-21 | Towards a Reliable Offline Personal AI Assistant for Long Duration Spaceflight | Oliver Bensch et.al. | 2410.16397 | null |
| 2024-10-19 | “Ghost of the past”: identifying and resolving privacy leakage from LLM’s memory through proactive user interaction | Shuning Zhang et.al. | 2410.14931 | null |
| 2024-10-19 | A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights | Hakan T. Otal et.al. | 2409.12853 | link |
| 2024-10-17 | GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models | Aditya Sharma et.al. | 2410.13510 | null |
| 2024-10-11 | Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism | Yimin Tang et.al. | 2410.12859 | null |
| 2024-10-10 | TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text | Songshuo Lu et.al. | 2410.07590 | link |
| 2024-10-08 | Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA | Wenyu Huang et.al. | 2410.06121 | link |
| 2024-10-07 | Fast State Restoration in LLM Serving with HCache | Shiwei Gao et.al. | 2410.05004 | null |
| 2024-10-07 | Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models | Mehrdad Farahani et.al. | 2410.05162 | link |
| 2024-10-07 | PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead | Tao Tan et.al. | 2409.19745 | null |
| 2024-10-06 | Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation | Garima Agrawal et.al. | 2407.12216 | null |
| 2024-10-03 | Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization | Ryan C. Barron et.al. | 2410.02721 | null |
| 2024-10-01 | Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis | Reshmi Ghosh et.al. | 2410.00857 | null |
| 2024-10-01 | AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow | Huizi Yu et.al. | 2409.18924 | null |
| 2024-09-28 | Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs | Zheng Wang et.al. | 2409.19401 | null |
| 2024-09-26 | KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation | Lei Liang et.al. | 2409.13731 | link |
| 2024-09-23 | RepoGenReflex: Enhancing Repository-Level Code Completion with Verbal Reinforcement and Retrieval-Augmented Generation | Jicheng Wang et.al. | 2409.13122 | null |
| 2024-09-23 | GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation | Brendan Hogan Rappazzo et.al. | 2409.15566 | null |
| 2024-09-21 | AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues | Oliver Bensch et.al. | 2409.14206 | null |
| 2024-09-19 | Should RAG Chatbots Forget Unimportant Conversations? Exploring Importance and Forgetting with Psychological Insights | Ryuichi Sumida et.al. | 2409.12524 | link |
| 2024-09-18 | RAG-Modulo: Solving Sequential Tasks using Experience, Critics, and Language Models | Abhinav Jain et.al. | 2409.12294 | null |
| 2024-09-17 | Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style | Yuepei Li et.al. | 2409.10955 | null |
| 2024-09-07 | Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT | Tuan Bui et.al. | 2404.09296 | null |
| 2024-09-06 | Column Vocabulary Association (CVA): semantic interpretation of dataless tables | Margherita Martorana et.al. | 2409.13709 | null |
| 2024-08-27 | Writing in the Margins: Better Inference Pattern for Long Context Retrieval | Melisa Russak et.al. | 2408.14906 | link |
| 2024-08-16 | CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking | Rong-Ching Chang et.al. | 2408.08535 | null |
| 2024-08-09 | HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction | Bhaskarjit Sarmah et.al. | 2408.04948 | null |
| 2024-07-18 | PRAGyan – Connecting the Dots in Tweets | Rahul Ravi et.al. | 2407.13909 | null |
| 2024-06-24 | Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks | Sefika Efeoglu et.al. | 2406.14745 | null |
| 2024-06-17 | TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation | Jinyuan Fang et.al. | 2406.11460 | link |
| 2024-05-30 | GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | Costas Mavromatis et.al. | 2405.20139 | link |
| 2024-05-25 | Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection | Yun Zhu et.al. | 2405.16178 | null |
| 2024-05-20 | KG-RAG: Bridging the Gap Between Knowledge and Creativity | Diego Sanmartin et.al. | 2405.12035 | null |
| 2024-05-13 | Biomedical knowledge graph-optimized prompt generation for large language models | Karthik Soman et.al. | 2311.17330 | link |
| 2024-05-06 | Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering | Zhentao Xu et.al. | 2404.17723 | null |
| 2024-05-03 | Comparative Analysis of Retrieval Systems in the Real World | Dmytro Mozolevskyi et.al. | 2405.02048 | null |
| 2024-05-01 | RAG-based Explainable Prediction of Road Users Behaviors for Automated Driving using Knowledge Graphs and Large Language Models | Mohamed Manzour Hussien et.al. | 2405.00449 | null |
| 2024-04-25 | RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation | Chao Jin et.al. | 2404.12457 | null |
| 2024-04-19 | HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses | Xinke Jiang et.al. | 2312.15883 | null |
| 2024-04-13 | Introducing Super RAGs in Mistral 8x7B-v1 | Ayush Thakur et.al. | 2404.08940 | null |
| 2024-03-13 | From human experts to machines: An LLM supported approach to ontology and knowledge graph construction | Vamsi Krishna Kommineni et.al. | 2403.08345 | link |
| 2024-02-22 | MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation | Guanyu Wang et.al. | 2402.14480 | null |
| 2024-02-10 | REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models | Yinghao Zhu et.al. | 2402.07016 | null |
| 2021-04-17 | Zero-shot Slot Filling with DPR and RAG | Michael Glass et.al. | 2104.08610 | link |