RAG Papers
Updated on 2025.09.17
| Publish Date | Title | Authors | |
|---|---|---|---|
| 2025-09-16 | Clue-RAG: Towards Accurate and Cost-Efficient Graph-based RAG via Multi-Partite Graph and Query-Driven Iterative Retrieval | Yaodong Su et.al. | 2507.08445 |
| 2025-09-16 | Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs | Hanqing Li et.al. | 2509.12743 |
| 2025-09-11 | Fusing Knowledge and Language: A Comparative Study of Knowledge Graph-Based Question Answering with LLMs | Vaibhav Chaudhary et.al. | 2509.09272 |
| 2025-09-09 | Query Expansion in the Age of Pre-trained and Large Language Models: A Comprehensive Survey | Minghan Li et.al. | 2509.07794 |
| 2025-09-09 | KLIPA: A Knowledge Graph and LLM-Driven QA Framework for IP Analysis | Guanzhi Deng et.al. | 2509.07860 |
| 2025-09-09 | Aligning LLMs for the Classroom with Knowledge-Based Retrieval – A Comparative RAG Study | Amay Jain et.al. | 2509.07846 |
| 2025-09-08 | Seeing the Forest Through the Trees: Knowledge Retrieval for Streamlining Particle Physics Analysis | James McGreivy et.al. | 2509.06855 |
| 2025-09-08 | HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data | Cheng Qian et.al. | 2509.06444 |
| 2025-09-07 | GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion | Xingliang Wang et.al. | 2509.05980 |
| 2025-09-06 | KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval | Chi Minh Bui et.al. | 2508.20417_(EMNLP) |
| 2025-09-06 | MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval | Xixi Wu et.al. | 2509.07666_(EMNLP) |
| 2025-09-05 | Graph RAG as Human Choice Model: Building a Data-Driven Mobility Agent with Preference Chain | Kai Hu et.al. | 2508.16172 |
| 2025-09-05 | KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering | Yushi Sun et.al. | 2509.04716_(EMNLP) |
| 2025-09-04 | MTQA:Matrix of Thought for Enhanced Reasoning in Complex Question Answering | Fengxiao Tang et.al. | 2509.03918 |
| 2025-09-04 | Maestro: Joint Graph & Config Optimization for Reliable AI Agents | Wenxiao Wang et.al. | 2509.04642 |
| 2025-09-03 | Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE | Zahra Zehtabi Sabeti Moghaddam et.al. | 2509.03626 |
| 2025-09-01 | Towards Open-World Retrieval-Augmented Generation on Knowledge Graph: A Multi-Agent Collaboration Framework | Jiasheng Xu et.al. | 2509.01238 |
| 2025-08-31 | Improving Factuality in LLMs via Inference-Time Knowledge Graph Construction | Shanglin Wu et.al. | 2509.03540 |
| 2025-08-30 | KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation | Ziyi Guan et.al. | 2509.00366_(EMNLP) |
| 2025-08-29 | Hydra: Structured Cross-Source Enhanced Large Language Model Reasoning | Xingyu Tan et.al. | 2505.17464_(EMNLP) |
| 2025-08-29 | Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness | Dongzhuoran Zhou et.al. | 2504.05163 |
| 2025-08-29 | OpenAIs HealthBench in Action: Evaluating an LLM-Based Medical Assistant on Realistic Clinical Queries | Sandhanakrishnan Ravichandran et.al. | 2509.02594 |
| 2025-08-28 | Addressing accuracy and hallucination of LLMs in Alzheimer’s disease research through knowledge graphs | Tingxuan Xu et.al. | 2508.21238 |
| 2025-08-26 | An Ontology-Driven Graph RAG for Legal Norms: A Hierarchical, Temporal, and Deterministic Approach | Hudson de Martim et.al. | 2505.00039_(SC) |
| 2025-08-26 | Heterogeneous LLM Methods for Ontology Learning (Few-Shot Prompting, Ensemble Typing, and Attention-Based Taxonomies) | Aleksandra Beliaeva et.al. | 2508.19428 |
| 2025-08-25 | Multilevel Analysis of Cryptocurrency News using RAG Approach with Fine-Tuned Mistral Large Language Model | Bohdan M. Pavlyshenko et.al. | 2509.03527 |
| 2025-08-24 | PRISM: Efficient Long-Range Reasoning With Short-Context LLMs | Dulhan Jayalath et.al. | 2412.18914_(EMNLP) |
| 2025-08-24 | Exposing Privacy Risks in Graph Retrieval-Augmented Generation | Jiale Liu et.al. | 2508.17222 |
| 2025-08-23 | ReFactX: Scalable Reasoning with Reliable Facts via Constrained Generation | Riccardo Pozzi et.al. | 2508.16983_(ISWC) |
| 2025-08-23 | Reasoning with RAGged events: RAG-Enhanced Event Knowledge Base Construction and reasoning with proof-assistants | Stergios Chatzikyriakidis et.al. | 2506.07042 |
| 2025-08-22 | DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph | Mengzheng Yang et.al. | 2509.10467 |
| 2025-08-20 | Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN) | Sarat Ahmad et.al. | 2507.03608 |
| 2025-08-19 | MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph | Duzhen Zhang et.al. | 2508.12393 |
| 2025-08-19 | ReviewGraph: A Knowledge Graph Embedding Based Framework for Review Rating Prediction with Sentiment Features | A. J. W. de Vink et.al. | 2508.13953 |
| 2025-08-15 | Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering | Changjian Wang et.al. | 2508.11247 |
| 2025-08-14 | FIRESPARQL: A LLM-based Framework for SPARQL Query Generation over Scholarly Knowledge Graphs | Xueli Pan et.al. | 2508.10467_(DIS) |
| 2025-08-13 | RAGulating Compliance: A Multi-Agent Knowledge Graph for Regulatory QA | Bhavik Agarwal et.al. | 2508.09893 |
| 2025-08-12 | Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering | Yunfeng Ning et.al. | 2508.08785 |
| 2025-08-12 | AgriGPT: a Large Language Model Ecosystem for Agriculture | Bo Yang et.al. | 2508.08632 |
| 2025-08-11 | DAGR: Decomposition Augmented Graph Retrieval with LLMs | Valentin Six et.al. | 2506.13380 |
| 2025-08-11 | Reviewing Clinical Knowledge in Medical Large Language Models: Training and Beyond | Qiyuan Li et.al. | 2502.20988 |
| 2025-08-11 | ReaGAN: Node-as-Agent-Reasoning Graph Agentic Network | Minghao Guo et.al. | 2508.00429 |
| 2025-08-11 | PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents | Mikhail Menschikov et.al. | 2506.17001 |
| 2025-08-10 | DySK-Attn: A Framework for Efficient, Real-Time Knowledge Updating in Large Language Models via Dynamic Sparse Knowledge Attention | Kabir Khan et.al. | 2508.07185 |
| 2025-08-09 | Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes | Lo Pang-Yun Ting et.al. | 2506.05386 |
| 2025-08-08 | You Don’t Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures | Shengyuan Chen et.al. | 2508.06105 |
| 2025-08-07 | GRAIL:Learning to Interact with Large Knowledge Graphs for Retrieval Augmented Reasoning | Ge Chang et.al. | 2508.05498 |
| 2025-08-07 | Efficient Knowledge Graph Construction and Retrieval from Unstructured Text for Large-Scale RAG Systems | Congmin Min et.al. | 2507.03226 |
| 2025-08-06 | TURA: Tool-Augmented Unified Retrieval Agent for AI Search | Zhejun Zhao et.al. | 2508.04604 |
| 2025-08-05 | MultiRAG: A Knowledge-guided Framework for Mitigating Hallucination in Multi-source Retrieval Augmented Generation | Wenlong Wu et.al. | 2508.03553_(ICDE) |
| 2025-08-04 | Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking | Shengbo Gong et.al. | 2508.02435 |
| 2025-08-04 | Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering | Jimeng Shi et.al. | 2505.19288 |
| 2025-08-03 | T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval | Dong Li et.al. | 2508.01680 |
| 2025-08-02 | Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities | Zhichao Yan et.al. | 2508.01290 |
| 2025-08-02 | DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs | Wei Zhou et.al. | 2508.01136_(ALT) |
| 2025-08-01 | HySemRAG: A Hybrid Semantic Retrieval-Augmented Generation Framework for Automated Literature Synthesis and Methodological Gap Analysis | Alejandro Godinez et.al. | 2508.05666 |
| 2025-08-01 | FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph | Xiang Li et.al. | 2508.00961 |
| 2025-07-31 | KeyKnowledgeRAG (K^2RAG): An Enhanced RAG method for improved LLM question-answering capabilities | Hruday Markondapatnaikuni et.al. | 2507.07695 |
| 2025-07-30 | CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records | Dongchen Li et.al. | 2507.22533 |
| 2025-07-29 | MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation | Jungyeon Lee et.al. | 2507.21544 |
| 2025-07-29 | Simulated patient systems are intelligent when powered by large language model-based AI agents | Huizi Yu et.al. | 2409.18924 |
| 2025-07-29 | Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning | Haoran Luo et.al. | 2507.21892 |
| 2025-07-27 | Advancing Shared and Multi-Agent Autonomy in Underwater Missions: Integrating Knowledge Graphs and Retrieval-Augmented Generation | Michele Grimaldi et.al. | 2507.20370 |
| 2025-07-23 | HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery | Haoran Jiang et.al. | 2507.17209 |
| 2025-07-23 | Threshold-Protected Searchable Sharing: Privacy Preserving Aggregated-ANN Search for Collaborative RAG | Ruoyang Rykie Guo et.al. | 2507.17199 |
| 2025-07-22 | Agentic RAG with Knowledge Graphs for Complex Multi-Hop Reasoning in Real-World Applications | Jean Lelong et.al. | 2507.16507 |
| 2025-07-20 | Enhancing Repository-Level Code Generation with Call Chain-Aware Multi-View Context | Yang Liu et.al. | 2507.14791 |
| 2025-07-18 | BifrostRAG: Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety | Yuxin Zhang et.al. | 2507.13625 |
| 2025-07-15 | DRAGON: Dynamic RAG Benchmark On News | Fedor Chernogorskii et.al. | 2507.05713 |
| 2025-07-14 | Introducing the Swiss Food Knowledge Graph: AI for Context-Aware Nutrition Recommendation | Lubnaa Abdur Rahman et.al. | 2507.10156 |
| 2025-07-12 | HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving | Zhengding Hu et.al. | 2507.09138_(SOSP) |
| 2025-07-11 | xpSHACL: Explainable SHACL Validation using Retrieval-Augmented Generation and Large Language Models | Gustavo Correa Publio et.al. | 2507.08432_(VLDB) |
| 2025-07-11 | GraphRunner: A Multi-Stage Framework for Efficient and Accurate Graph-Based Retrieval | Savini Kashmira et.al. | 2507.08945 |
| 2025-07-10 | SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering | Kezhen Zhong et.al. | 2507.21110 |
| 2025-07-09 | RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation | Tianzhe Zhao et.al. | 2507.08862 |
| 2025-07-08 | KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation | Zeyuan Meng et.al. | 2507.05863 |
| 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 |
| 2025-07-05 | BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering | Costas Mavromatis et.al. | 2507.04127 |
| 2025-07-04 | ReservoirChat: Interactive Documentation Enhanced with LLM and Knowledge Graph for ReservoirPy | Virgile Boraud et.al. | 2507.05279 |
| 2025-07-04 | EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora | Fangyuan Zhang et.al. | 2506.20963 |
| 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 |
| 2025-06-24 | Talking to GDELT Through Knowledge Graphs | Audun Myers et.al. | 2503.07584 |
| 2025-06-24 | Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs | Travis Thompson et.al. | 2506.19967 |
| 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 |
| 2025-06-23 | RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding | Guanzheng Chen et.al. | 2502.20330_(ICML) |
| 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 |
| 2025-06-17 | Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution | Xiaohan Zheng et.al. | 2506.14529 |
| 2025-06-14 | FastRAG: Retrieval Augmented Generation for Semi-structured Data | Amar Abane et.al. | 2411.13773 |
| 2025-06-14 | MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination | Ao Jia et.al. | 2506.12483 |
| 2025-06-11 | Traceable LLM-based validation of statements in knowledge graphs | Daniel Adam et.al. | 2409.07507 |
| 2025-06-11 | Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering | Tianjun Yao et.al. | 2506.09645 |
| 2025-06-10 | XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation | Ke Wang et.al. | 2506.13782 |
| 2025-06-09 | Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models | Haoyu Wang et.al. | 2506.07334 |
| 2025-06-09 | LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking | Vahid Azizi et.al. | 2506.07449 |
| 2025-06-07 | Graph-based RAG Enhancement via Global Query Disambiguation and Dependency-Aware Reranking | Ningyuan Li et.al. | 2506.11106 |
| 2025-06-06 | BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions | Saptarshi Sengupta et.al. | 2506.05766 |
| 2025-06-06 | Building Models of Neurological Language | Henry Watkins et.al. | 2506.06208 |
| 2025-06-06 | Large Language Models are Good Relational Learners | Fang Wu et.al. | 2506.05725 |
| 2025-06-06 | When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation | Zhishang Xiang et.al. | 2506.05690 |
| 2025-06-02 | SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation | Aurick Qiao et.al. | 2410.03960 |
| 2025-06-02 | Guiding Generative Storytelling with Knowledge Graphs | Zhijun Pan et.al. | 2505.24803_(SC) |
| 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_(ACL) |
| 2025-06-02 | Retrieval-Augmented Generation of Ontologies from Relational Databases | Mojtaba Nayyeri et.al. | 2506.01232 |
| 2025-06-01 | A Survey of LLM $\times$ DATA | Xuanhe Zhou et.al. | 2505.18458 |
| 2025-06-01 | A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy | Yang Zhao et.al. | 2506.04252 |
| 2025-05-31 | OntoRAG: Enhancing Question-Answering through Automated Ontology Derivation from Unstructured Knowledge Bases | Yash Tiwari et.al. | 2506.00664 |
| 2025-05-29 | Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking | Liangliang Zhang et.al. | 2505.23495 |
| 2025-05-29 | SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation | Yuzheng Cai et.al. | 2412.15272_(ACL) |
| 2025-05-29 | Retrieval Augmented Generation based Large Language Models for Causality Mining | Thushara Manjari Naduvilakandy et.al. | 2505.23944_(ACL) |
| 2025-05-29 | BugRepro: Enhancing Android Bug Reproduction with Domain-Specific Knowledge Integration | Hongrong Yin et.al. | 2505.14528 |
| 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 |
| 2025-05-28 | Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks | Martin Böckling et.al. | 2505.16849_(IR-RAG) |
| 2025-05-28 | Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation | Shijie Wang et.al. | 2501.02226_(ACL) |
| 2025-05-28 | Rethinking Hybrid Retrieval: When Small Embeddings and LLM Re-ranking Beat Bigger Models | Arjun Rao et.al. | 2506.00049 |
| 2025-05-27 | DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs | Xiabin Zhou et.al. | 2412.14838 |
| 2025-05-27 | Complex System Diagnostics Using a Knowledge Graph-Informed and Large Language Model-Enhanced Framework | Saman Marandi et.al. | 2505.21291 |
| 2025-05-27 | Path Pooling: Training-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation | Hairu Wang et.al. | 2503.05203 |
| 2025-05-26 | KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing | Rui Li et.al. | 2505.20245_(KDD) |
| 2025-05-22 | FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering | Yuan Sui et.al. | 2405.13873_(ACL) |
| 2025-05-22 | Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation | Derong Xu et.al. | 2505.16237 |
| 2025-05-21 | Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation | Dun Yuan et.al. | 2503.24245_(ICC) |
| 2025-05-21 | HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases | Pingqing Zheng et.al. | 2505.15701 |
| 2025-05-21 | Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization | Yutao Zhu et.al. | 2505.15444 |
| 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 |
| 2025-05-20 | MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations | Ernests Lavrinovics et.al. | 2505.14101 |
| 2025-05-20 | Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering | Yihua Zhu et.al. | 2505.14099 |
| 2025-05-20 | Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning | Ruiyi Yang et.al. | 2505.13994 |
| 2025-05-19 | SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache | Qiuyu Zhu et.al. | 2505.10951 |
| 2025-05-19 | Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering | Xukai Liu et.al. | 2505.12662 |
| 2025-05-19 | Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval | Ruiyi Yang et.al. | 2503.14234 |
| 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 |
| 2025-05-17 | ELITE: Embedding-Less retrieval with Iterative Text Exploration | Zhangyu Wang et.al. | 2505.11908 |
| 2025-05-16 | Leveraging Graph Retrieval-Augmented Generation to Support Learners’ Understanding of Knowledge Concepts in MOOCs | Mohamed Abdelmagied et.al. | 2505.10074 |
| 2025-05-15 | Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph | Deeksha Prahlad et.al. | 2505.09945_(WWW) |
| 2025-05-15 | GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs | Longchao Da et.al. | 2505.10143_(IJCAI) |
| 2025-05-12 | KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation | Ching Han Chen et.al. | 2505.07618 |
| 2025-05-12 | GRADA: Graph-based Reranker against Adversarial Documents Attack | Jingjie Zheng et.al. | 2505.07546 |
| 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 |
| 2025-05-08 | KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification | Qianbo Zang et.al. | 2505.05583 |
| 2025-05-05 | KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models | Weijie Chen et.al. | 2412.05547 |
| 2025-05-04 | Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use | Justin Ho et.al. | 2505.02164 |
| 2025-04-28 | Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory | Prateek Chhikara et.al. | 2504.19413 |
| 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 |
| 2025-04-26 | Building Scalable AI-Powered Applications with Cloud Databases: Architectures, Best Practices and Performance Considerations | Santosh Bhupathi et.al. | 2504.18793 |
| 2025-04-25 | PropRAG: Guiding Retrieval with Beam Search over Proposition Paths | Jingjin Wang et.al. | 2504.18070 |
| 2025-04-23 | LLM-assisted Graph-RAG Information Extraction from IFC Data | Sima Iranmanesh et.al. | 2504.16813 |
| 2025-04-20 | Understanding and Optimizing Multi-Stage AI Inference Pipelines | Abhimanyu Rajeshkumar Bambhaniya et.al. | 2504.09775 |
| 2025-04-20 | Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval | Pengcheng Jiang et.al. | 2410.04585_(ICLR) |
| 2025-04-16 | Shared Disk KV Cache Management for Efficient Multi-Instance Inference in RAG-Powered LLMs | Hyungwoo Lee et.al. | 2504.11765 |
| 2025-04-13 | Block-Attention for Efficient Prefilling | Dongyang Ma et.al. | 2409.15355_(ICLR) |
| 2025-04-11 | Knowledge Graph-extended Retrieval Augmented Generation for Question Answering | Jasper Linders et.al. | 2504.08893 |
| 2025-04-10 | ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models | Joel Barmettler et.al. | 2504.07624 |
| 2025-04-09 | MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation | Hongjin Qian et.al. | 2409.05591_(TheWebConf) |
| 2025-04-07 | GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases | Alfred Clemedtson et.al. | 2504.05478 |
| 2025-04-03 | HyperRAG: Enhancing Quality-Efficiency Tradeoffs in Retrieval-Augmented Generation with Reranker KV-Cache Reuse | Yuwei An et.al. | 2504.02921 |
| 2025-04-03 | CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion | Jiayi Yao et.al. | 2405.16444 |
| 2025-03-28 | Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysis | Lukas Bahr et.al. | 2406.18114 |
| 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 |
| 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 |
| 2025-03-06 | Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning | Giulio Corallo et.al. | 2503.04973 |
| 2025-02-26 | CommGPT: A Graph and Retrieval-Augmented Multimodal Communication Foundation Model | Feibo Jiang et.al. | 2502.18763 |
| 2025-02-26 | EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation | Yinghao Zhu et.al. | 2406.00036_(CIKM) |
| 2025-02-21 | From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants | Manisha Mukherjee et.al. | 2502.15237 |
| 2025-02-17 | Does RAG Really Perform Bad For Long-Context Processing? | Kun Luo et.al. | 2502.11444 |
| 2025-02-13 | Knowledge-Enhanced Program Repair for Data Science Code | Shuyin Ouyang et.al. | 2502.09771 |
| 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 |
| 2025-02-10 | LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs | Vincent Emonet et.al. | 2410.06062 |
| 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 |
| 2025-02-08 | Knowledge Graph-Guided Retrieval Augmented Generation | Xiangrong Zhu et.al. | 2502.06864_(ACL) |
| 2025-02-05 | Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation | Shubham Agarwal et.al. | 2502.15734_(SIGMOD) |
| 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_(ICLR) |
| 2025-02-03 | Augmented Knowledge Graph Querying leveraging LLMs | Marco Arazzi et.al. | 2502.01298 |
| 2025-02-03 | Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective | Rui Yang et.al. | 2410.17600 |
| 2025-01-24 | GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration | Ziwen Li et.al. | 2501.16382_(ACL) |
| 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 |
| 2025-01-22 | FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs | Zengyi Gao et.al. | 2501.09957 |
| 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 |
| 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 |
| 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 |
| 2024-12-10 | Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation | Mohammad Sadeq Abolhasani et.al. | 2412.00608 |
| 2024-11-29 | Knowledge Management for Automobile Failure Analysis Using Graph RAG | Yuta Ojima et.al. | 2411.19539 |
| 2024-11-18 | Towards Evaluating Large Language Models for Graph Query Generation | Siraj Munir et.al. | 2411.08449_(SC) |
| 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 |
| 2024-11-01 | CRAG – Comprehensive RAG Benchmark | Xiao Yang et.al. | 2406.04744_(NeurIPS) |
| 2024-10-29 | GraphAide: Advanced Graph-Assisted Query and Reasoning System | Sumit Purohit et.al. | 2411.08041 |
| 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 |
| 2024-10-22 | Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency | Prafulla Kumar Choubey et.al. | 2410.16597 |
| 2024-10-22 | DepsRAG: Towards Agentic Reasoning and Planning for Software Dependency Management | Mohannad Alhanahnah et.al. | 2405.20455 |
| 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 |
| 2024-10-08 | Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA | Wenyu Huang et.al. | 2410.06121_(EMNLP) |
| 2024-10-07 | Fast State Restoration in LLM Serving with HCache | Shiwei Gao et.al. | 2410.05004_(EuroSys) |
| 2024-10-06 | Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation | Garima Agrawal et.al. | 2407.12216 |
| 2024-10-03 | Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization | Ryan C. Barron et.al. | 2410.02721_(ICML) |
| 2024-09-26 | KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation | Lei Liang et.al. | 2409.13731 |
| 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 |
| 2024-09-06 | Column Vocabulary Association (CVA): semantic interpretation of dataless tables | Margherita Martorana et.al. | 2409.13709 |
| 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 |
| 2024-08-09 | HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction | Bhaskarjit Sarmah et.al. | 2408.04948 |
| 2024-07-18 | PRAGyan – Connecting the Dots in Tweets | Rahul Ravi et.al. | 2407.13909 |
| 2024-06-24 | Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks | Sefika Efeoglu et.al. | 2406.14745 |
| 2024-05-30 | GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | Costas Mavromatis et.al. | 2405.20139 |
| 2024-05-20 | KG-RAG: Bridging the Gap Between Knowledge and Creativity | Diego Sanmartin et.al. | 2405.12035 |
| 2024-05-13 | Biomedical knowledge graph-optimized prompt generation for large language models | Karthik Soman et.al. | 2311.17330 |
| 2024-05-06 | Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering | Zhentao Xu et.al. | 2404.17723 |
| 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 |
| 2024-04-19 | HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses | Xinke Jiang et.al. | 2312.15883 |
| 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 |
| 2024-02-10 | REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models | Yinghao Zhu et.al. | 2402.07016 |