RAG Papers

Updated on 2025.08.27

Publish Date Title Authors PDF Code
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) null
2025-08-24 PRISM: Efficient Long-Range Reasoning With Short-Context LLMs Dulhan Jayalath et.al. 2412.18914_(EMNLP) null
2025-08-24 Exposing Privacy Risks in Graph Retrieval-Augmented Generation Jiale Liu et.al. 2508.17222 null
2025-08-23 ReFactX: Scalable Reasoning with Reliable Facts via Constrained Generation Riccardo Pozzi et.al. 2508.16983_(ISWC) null
2025-08-23 Reasoning with RAGged events: RAG-Enhanced Event Knowledge Base Construction and reasoning with proof-assistants Stergios Chatzikyriakidis et.al. 2506.07042 null
2025-08-22 Graph RAG as Human Choice Model: Building a Data-Driven Mobility Agent with Preference Chain Kai Hu et.al. 2508.16172 null
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 null
2025-08-19 MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph Duzhen Zhang et.al. 2508.12393 null
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 null
2025-08-15 Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering Changjian Wang et.al. 2508.11247 null
2025-08-14 FIRESPARQL: A LLM-based Framework for SPARQL Query Generation over Scholarly Knowledge Graphs Xueli Pan et.al. 2508.10467_(DIS) null
2025-08-13 RAGulating Compliance: A Multi-Agent Knowledge Graph for Regulatory QA Bhavik Agarwal et.al. 2508.09893 null
2025-08-12 Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering Yunfeng Ning et.al. 2508.08785 null
2025-08-12 AgriGPT: a Large Language Model Ecosystem for Agriculture Bo Yang et.al. 2508.08632 null
2025-08-11 DAGR: Decomposition Augmented Graph Retrieval with LLMs Valentin Six et.al. 2506.13380 null
2025-08-11 Reviewing Clinical Knowledge in Medical Large Language Models: Training and Beyond Qiyuan Li et.al. 2502.20988 null
2025-08-11 ReaGAN: Node-as-Agent-Reasoning Graph Agentic Network Minghao Guo et.al. 2508.00429 null
2025-08-11 PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents Mikhail Menschikov et.al. 2506.17001 null
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 null
2025-08-09 Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes Lo Pang-Yun Ting et.al. 2506.05386 null
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 null
2025-08-07 GRAIL:Learning to Interact with Large Knowledge Graphs for Retrieval Augmented Reasoning Ge Chang et.al. 2508.05498 null
2025-08-07 Efficient Knowledge Graph Construction and Retrieval from Unstructured Text for Large-Scale RAG Systems Congmin Min et.al. 2507.03226 null
2025-08-06 TURA: Tool-Augmented Unified Retrieval Agent for AI Search Zhejun Zhao et.al. 2508.04604 null
2025-08-05 MultiRAG: A Knowledge-guided Framework for Mitigating Hallucination in Multi-source Retrieval Augmented Generation Wenlong Wu et.al. 2508.03553_(ICDE) null
2025-08-04 Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking Shengbo Gong et.al. 2508.02435 null
2025-08-04 Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering Jimeng Shi et.al. 2505.19288 null
2025-08-03 T-GRAG: A Dynamic GraphRAG Framework for Resolving Temporal Conflicts and Redundancy in Knowledge Retrieval Dong Li et.al. 2508.01680 null
2025-08-03 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 null
2025-08-02 Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities Zhichao Yan et.al. 2508.01290 null
2025-08-02 DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs Wei Zhou et.al. 2508.01136_(ALT) link
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 link
2025-08-01 FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph Xiang Li et.al. 2508.00961 null
2025-07-31 KeyKnowledgeRAG (K^2RAG): An Enhanced RAG method for improved LLM question-answering capabilities Hruday Markondapatnaikuni et.al. 2507.07695 null
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 null
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 null
2025-07-29 Simulated patient systems are intelligent when powered by large language model-based AI agents Huizi Yu et.al. 2409.18924 null
2025-07-29 Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning Haoran Luo et.al. 2507.21892 null
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 null
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 Threshold-Protected Searchable Sharing: Privacy Preserving Aggregated-ANN Search for Collaborative RAG Ruoyang Rykie Guo et.al. 2507.17199 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
2025-07-20 Enhancing Repository-Level Code Generation with Call Chain-Aware Multi-View Context Yang Liu et.al. 2507.14791 null
2025-07-18 BifrostRAG: Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety Yuxin Zhang et.al. 2507.13625 null
2025-07-15 DRAGON: Dynamic RAG Benchmark On News Fedor Chernogorskii et.al. 2507.05713 null
2025-07-14 Introducing the Swiss Food Knowledge Graph: AI for Context-Aware Nutrition Recommendation Lubnaa Abdur Rahman et.al. 2507.10156 null
2025-07-12 HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving Zhengding Hu et.al. 2507.09138_(SOSP) null
2025-07-11 xpSHACL: Explainable SHACL Validation using Retrieval-Augmented Generation and Large Language Models Gustavo Correa Publio et.al. 2507.08432_(VLDB) 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 SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering Kezhen Zhong et.al. 2507.21110 null
2025-07-09 RAG Safety: Exploring Knowledge Poisoning Attacks to Retrieval-Augmented Generation Tianzhe Zhao et.al. 2507.08862 null
2025-07-08 KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation Zeyuan Meng et.al. 2507.05863 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
2025-07-05 BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering Costas Mavromatis et.al. 2507.04127 null
2025-07-04 ReservoirChat: Interactive Documentation Enhanced with LLM and Knowledge Graph for ReservoirPy Virgile Boraud et.al. 2507.05279 null
2025-07-04 EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora Fangyuan Zhang et.al. 2506.20963 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 Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs Travis Thompson et.al. 2506.19967 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
2025-06-23 RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding Guanzheng Chen et.al. 2502.20330_(ICML) null
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
2025-06-17 Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution Xiaohan Zheng et.al. 2506.14529 null
2025-06-14 FastRAG: Retrieval Augmented Generation for Semi-structured Data Amar Abane et.al. 2411.13773 null
2025-06-14 MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination Ao Jia et.al. 2506.12483 null
2025-06-11 Traceable LLM-based validation of statements in knowledge graphs Daniel Adam et.al. 2409.07507 null
2025-06-11 Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question Answering Tianjun Yao et.al. 2506.09645 null
2025-06-10 XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation Ke Wang et.al. 2506.13782 null
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 LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking Vahid Azizi et.al. 2506.07449 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 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 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 null
2025-06-02 SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation Aurick Qiao et.al. 2410.03960 null
2025-06-02 Guiding Generative Storytelling with Knowledge Graphs Zhijun Pan et.al. 2505.24803_(SC) 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_(ACL) link
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
2025-05-31 OntoRAG: Enhancing Question-Answering through Automated Ontology Derivation from Unstructured Knowledge Bases Yash Tiwari et.al. 2506.00664 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_(ACL) null
2025-05-29 Retrieval Augmented Generation based Large Language Models for Causality Mining Thushara Manjari Naduvilakandy et.al. 2505.23944_(ACL) null
2025-05-29 BugRepro: Enhancing Android Bug Reproduction with Domain-Specific Knowledge Integration Hongrong Yin et.al. 2505.14528 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_(IR-RAG) null
2025-05-28 Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation Shijie Wang et.al. 2501.02226_(ACL) 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 KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing Rui Li et.al. 2505.20245_(KDD) null
2025-05-23 Hydra: Structured Cross-Source Enhanced Large Language Model Reasoning Xingyu Tan et.al. 2505.17464 null
2025-05-22 FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Yuan Sui et.al. 2405.13873_(ACL) null
2025-05-22 Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation Derong Xu et.al. 2505.16237 null
2025-05-21 Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation Dun Yuan et.al. 2503.24245_(ICC) null
2025-05-21 HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases Pingqing Zheng et.al. 2505.15701 null
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 null
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 null
2025-05-19 Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval Ruiyi Yang et.al. 2503.14234 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 ELITE: Embedding-Less retrieval with Iterative Text Exploration Zhangyu Wang et.al. 2505.11908 null
2025-05-16 Leveraging Graph Retrieval-Augmented Generation to Support Learners’ Understanding of Knowledge Concepts in MOOCs Mohamed Abdelmagied et.al. 2505.10074 null
2025-05-15 Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph Deeksha Prahlad et.al. 2505.09945_(WWW) null
2025-05-15 GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs Longchao Da et.al. 2505.10143_(IJCAI) 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 null
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 null
2025-05-08 KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification Qianbo Zang et.al. 2505.05583 null
2025-05-05 KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models Weijie Chen et.al. 2412.05547 null
2025-05-04 Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair Use Justin Ho et.al. 2505.02164 null
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 link
2025-04-23 LLM-assisted Graph-RAG Information Extraction from IFC Data Sima Iranmanesh et.al. 2504.16813 null
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_(ICLR) null
2025-04-16 Shared Disk KV Cache Management for Efficient Multi-Instance Inference in RAG-Powered LLMs Hyungwoo Lee et.al. 2504.11765 null
2025-04-13 Block-Attention for Efficient Prefilling Dongyang Ma et.al. 2409.15355_(ICLR) null
2025-04-11 Knowledge Graph-extended Retrieval Augmented Generation for Question Answering Jasper Linders et.al. 2504.08893 null
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_(TheWebConf) link
2025-04-07 GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases Alfred Clemedtson et.al. 2504.05478 null
2025-04-07 Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness Dongzhuoran Zhou et.al. 2504.05163 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 null
2025-03-28 Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysis Lukas Bahr et.al. 2406.18114 null
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 null
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
2025-03-06 Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning Giulio Corallo et.al. 2503.04973 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_(CIKM) null
2025-02-21 From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants Manisha Mukherjee et.al. 2502.15237 null
2025-02-17 Does RAG Really Perform Bad For Long-Context Processing? Kun Luo et.al. 2502.11444 null
2025-02-13 Knowledge-Enhanced Program Repair for Data Science Code Shuyin Ouyang et.al. 2502.09771 null
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 null
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 null
2025-02-08 Knowledge Graph-Guided Retrieval Augmented Generation Xiangrong Zhu et.al. 2502.06864_(ACL) null
2025-02-05 Cache-Craft: Managing Chunk-Caches for Efficient Retrieval-Augmented Generation Shubham Agarwal et.al. 2502.15734_(SIGMOD) 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_(ICLR) link
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 null
2025-01-24 GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration Ziwen Li et.al. 2501.16382_(ACL) null
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 null
2025-01-22 FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs Zengyi Gao et.al. 2501.09957 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
2024-12-25 RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG Rishiraj Saha Roy et.al. 2412.17690 null
2024-12-10 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
2024-11-29 Knowledge Management for Automobile Failure Analysis Using Graph RAG Yuta Ojima et.al. 2411.19539 null
2024-11-18 Towards Evaluating Large Language Models for Graph Query Generation Siraj Munir et.al. 2411.08449_(SC) null
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
2024-11-01 CRAG – Comprehensive RAG Benchmark Xiao Yang et.al. 2406.04744_(NeurIPS) null
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
2024-10-22 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 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 null
2024-10-08 Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA Wenyu Huang et.al. 2410.06121_(EMNLP) null
2024-10-07 Fast State Restoration in LLM Serving with HCache Shiwei Gao et.al. 2410.05004_(EuroSys) 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_(ICML) null
2024-09-26 KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation Lei Liang et.al. 2409.13731 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
2024-08-16 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
2024-05-30 GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning Costas Mavromatis et.al. 2405.20139 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 null
2024-05-06 Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering Zhentao Xu et.al. 2404.17723 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
2024-04-19 HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses Xinke Jiang et.al. 2312.15883 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 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