{"total":92,"rows":[{"id":"2503.21460","title":"Large Language Model Agent: A Survey on Methodology, Applications and Challenges","created":"2025-03-27","cited_by_count":205,"area":"agents"},{"id":"2404.13781","title":"Evaluating Retrieval Quality in Retrieval-Augmented Generation","created":"2024-04-21","cited_by_count":90,"area":"rag"},{"id":"2402.05391","title":"Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey","created":"2024-02-08","cited_by_count":53,"area":null},{"id":"2510.06265","title":"Large Language Models Hallucination: A Comprehensive Survey","created":"2025-10-05","cited_by_count":49,"area":null},{"id":"2404.15676","title":"Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs","created":"2024-04-24","cited_by_count":48,"area":"lr"},{"id":"2406.14884","title":"FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents","created":"2024-06-21","cited_by_count":40,"area":"agents"},{"id":"2405.13873","title":"FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering","created":"2024-05-22","cited_by_count":39,"area":"lr"},{"id":"2402.06647","title":"A Survey on Large Language Model Hallucination via a Creativity Perspective","created":"2024-02-02","cited_by_count":38,"area":null},{"id":"2404.14928","title":"Graph Machine Learning in the Era of Large Language Models (LLMs)","created":"2024-04-23","cited_by_count":33,"area":null},{"id":"2407.10793","title":"GraphEval: A Knowledge-Graph Based LLM Hallucination Evaluation Framework","created":"2024-07-15","cited_by_count":30,"area":null},{"id":"2312.04316","title":"Towards Knowledge-driven Autonomous Driving","created":"2023-12-07","cited_by_count":29,"area":"driving"},{"id":"2506.11094","title":"The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs","created":"2025-06-06","cited_by_count":26,"area":null},{"id":"2403.06949","title":"Materials science in the era of large language models: a perspective","created":"2024-03-11","cited_by_count":24,"area":null},{"id":"2410.08085","title":"Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering","created":"2024-10-10","cited_by_count":24,"area":"lr"},{"id":"2402.07483","title":"T-RAG: Lessons from the LLM Trenches","created":"2024-02-12","cited_by_count":23,"area":null},{"id":"2405.00175","title":"Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models","created":"2024-04-30","cited_by_count":23,"area":"rag"},{"id":"2409.09510","title":"Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models","created":"2024-09-14","cited_by_count":21,"area":null},{"id":"2409.19492","title":"MedHalu: Hallucinations in Responses to Healthcare Queries by Large Language Models","created":"2024-09-29","cited_by_count":21,"area":null},{"id":"2403.01152","title":"A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization","created":"2024-03-02","cited_by_count":19,"area":null},{"id":"2406.01145","title":"Dual Reasoning: A GNN-LLM Collaborative Framework for Knowledge Graph Question Answering","created":"2024-06-03","cited_by_count":19,"area":"lr"},{"id":"2504.01346","title":"RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking","created":"2025-04-02","cited_by_count":18,"area":"rag"},{"id":"2504.10499","title":"Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey","created":"2025-04-08","cited_by_count":18,"area":"rag"},{"id":"2412.16100","title":"Logical Consistency of Large Language Models in Fact-checking","created":"2024-12-20","cited_by_count":15,"area":null},{"id":"2410.09942","title":"Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization","created":"2024-10-13","cited_by_count":14,"area":"rag"},{"id":"2312.02706","title":"Large Knowledge Model: Perspectives and Challenges","created":"2023-12-05","cited_by_count":12,"area":null},{"id":"2407.12216","title":"Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation","created":"2024-07-16","cited_by_count":12,"area":"rag"},{"id":"2501.01124","title":"Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning","created":"2025-01-02","cited_by_count":12,"area":null},{"id":"2406.06458","title":"Evaluating the Retrieval Component in LLM-Based Question Answering Systems","created":"2024-06-10","cited_by_count":11,"area":null},{"id":"2403.07144","title":"Thought Graph: Generating Thought Process for Biological Reasoning","created":"2024-03-11","cited_by_count":10,"area":"lr"},{"id":"2410.10136","title":"Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations","created":"2024-10-14","cited_by_count":9,"area":null},{"id":"2403.04791","title":"LLM vs. Lawyers: Identifying a Subset of Summary Judgments in a Large UK Case Law Dataset","created":"2024-03-04","cited_by_count":8,"area":null},{"id":"2411.12174","title":"Just KIDDIN: Knowledge Infusion and Distillation for Detection of INdecent Memes","created":"2024-11-19","cited_by_count":8,"area":null},{"id":"2503.01642","title":"Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning","created":"2025-03-03","cited_by_count":8,"area":"lr"},{"id":"2404.09077","title":"CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning","created":"2024-04-13","cited_by_count":7,"area":"lr"},{"id":"2404.16478","title":"Evaluating Consistency and Reasoning Capabilities of Large Language Models","created":"2024-04-25","cited_by_count":7,"area":"lr"},{"id":"2502.17611","title":"Evaluating the Effect of Retrieval Augmentation on Social Biases","created":"2025-02-24","cited_by_count":7,"area":"rag"},{"id":"2507.02870","title":"Loki's Dance of Illusions: A Comprehensive Survey of Hallucination in Large Language Models","created":"2025-06-06","cited_by_count":7,"area":null},{"id":"2401.07868","title":"Consolidating Trees of Robotic Plans Generated Using Large Language Models to Improve Reliability","created":"2024-01-15","cited_by_count":6,"area":null},{"id":"2406.06621","title":"LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering","created":"2024-06-07","cited_by_count":6,"area":null},{"id":"2511.21744","title":"A Lightweight Approach to Detection of AI-Generated Texts Using Stylometric Features","created":"2025-11-22","cited_by_count":5,"area":null},{"id":"2409.00861","title":"Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question Answering","created":"2024-09-01","cited_by_count":4,"area":null},{"id":"2405.20455","title":"DepsRAG: Towards Agentic Reasoning and Planning for Software Dependency Management","created":"2024-05-30","cited_by_count":3,"area":"lr"},{"id":"2502.15237","title":"From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants","created":"2025-02-21","cited_by_count":3,"area":"rag"},{"id":"2503.21888","title":"RedditESS: A Mental Health Social Support Interaction Dataset -- Understanding Effective Social Support to Refine AI-Driven Support Tools","created":"2025-03-27","cited_by_count":3,"area":null},{"id":"2505.09246","title":"Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured Knowledge","created":"2025-05-14","cited_by_count":3,"area":null},{"id":"2512.23547","title":"Lie to Me: Knowledge Graphs for Robust Hallucination Self-Detection in LLMs","created":"2025-12-29","cited_by_count":3,"area":null},{"id":"2604.00555","title":"Ontology-Constrained Neural Reasoning in Enterprise Agentic Systems: A Neurosymbolic Architecture for Domain-Grounded AI Agents","created":"2026-04-01","cited_by_count":3,"area":"lr"},{"id":"2412.03390","title":"Enhancing Supply Chain Visibility with Generative AI: An Exploratory Case Study on Relationship Prediction in Knowledge Graphs","created":"2024-12-04","cited_by_count":2,"area":null},{"id":"2501.09039","title":"Playing Devil's Advocate: Unmasking Toxicity and Vulnerabilities in Large Vision-Language Models","created":"2025-01-14","cited_by_count":2,"area":"mllm"},{"id":"2502.03715","title":"Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models","created":"2025-02-06","cited_by_count":2,"area":null},{"id":"2503.07993","title":"LLM-Powered Knowledge Graphs for Enterprise Intelligence and Analytics","created":"2025-03-11","cited_by_count":2,"area":null},{"id":"2503.13499","title":"Leveraging Knowledge Graphs and LLMs for Context-Aware Messaging","created":"2025-03-12","cited_by_count":2,"area":null},{"id":"2505.23034","title":"Case-Based Reasoning Enhances the Predictive Power of LLMs in Drug-Drug Interaction","created":"2025-05-29","cited_by_count":2,"area":"lr"},{"id":"2506.12496","title":"Improving Factuality for Dialogue Response Generation via Graph-Based Knowledge Augmentation","created":"2025-06-14","cited_by_count":2,"area":null},{"id":"2602.21728","title":"Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling","created":"2026-02-25","cited_by_count":2,"area":"lr"},{"id":"2312.03458","title":"Think from Words(TFW): Initiating Human-Like Cognition in Large Language Models Through Think from Words for Japanese Text-level Classification","created":"2023-12-06","cited_by_count":1,"area":"lr"},{"id":"2402.03607","title":"Enhancing Cross-Modal Contextual Congruence for Crowdfunding Success using Knowledge-infused Learning","created":"2024-02-06","cited_by_count":1,"area":null},{"id":"2408.03339","title":"The Ontoverse: Democratising Access to Knowledge Graph-based Data Through a Cartographic Interface","created":"2024-07-22","cited_by_count":1,"area":null},{"id":"2410.03049","title":"Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues","created":"2024-10-04","cited_by_count":1,"area":null},{"id":"2410.10853","title":"Mitigating Hallucinations Using Ensemble of Knowledge Graph and Vector Store in Large Language Models to Enhance Mental Health Support","created":"2024-10-06","cited_by_count":1,"area":null},{"id":"2507.10045","title":"Automating SPARQL Query Translations between DBpedia and Wikidata","created":"2025-07-14","cited_by_count":1,"area":null},{"id":"2507.17273","title":"Leveraging Knowledge Graphs and LLM Reasoning to Identify Operational Bottlenecks for Warehouse Planning Assistance","created":"2025-07-23","cited_by_count":1,"area":"lr"},{"id":"2509.03527","title":"Multilevel Analysis of Cryptocurrency News using RAG Approach with Fine-Tuned Mistral Large Language Model","created":"2025-08-25","cited_by_count":1,"area":"rag"},{"id":"2510.11297","title":"Are Large Language Models Effective Knowledge Graph Constructors?","created":"2025-10-13","cited_by_count":1,"area":null},{"id":"2511.03610","title":"A systematic review of relation extraction task since the emergence of Transformers","created":"2025-11-05","cited_by_count":1,"area":null},{"id":"2601.06940","title":"VISTA: Knowledge-Driven Vessel Trajectory Imputation with Repair Provenance","created":"2026-01-11","cited_by_count":1,"area":null},{"id":"2601.16038","title":"Grounding Large Language Models in Reaction Knowledge Graphs for Synthesis Retrieval","created":"2026-01-22","cited_by_count":1,"area":null},{"id":"2603.20017","title":"RouterKGQA: Specialized--General Model Routing for Constraint-Aware Knowledge Graph Question Answering","created":"2026-03-20","cited_by_count":1,"area":"lr"},{"id":"2604.00137","title":"Open, Reliable, and Collective: A Community-Driven Framework for Tool-Using AI Agents","created":"2026-03-31","cited_by_count":1,"area":"agents"},{"id":"2604.12816","title":"The role of System 1 and System 2 semantic memory structure in human and LLM biases","created":"2026-04-14","cited_by_count":1,"area":null},{"id":"2503.00781","title":"Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks","created":"2025-03-02","cited_by_count":0,"area":"rag"},{"id":"2505.21512","title":"The Role of Visualization in LLM-Assisted Knowledge Graph Systems: Effects on User Trust, Exploration, and Workflows","created":"2025-05-20","cited_by_count":0,"area":null},{"id":"2505.24317","title":"ROAD: Responsibility-Oriented Reward Design for Reinforcement Learning in Autonomous Driving","created":"2025-05-30","cited_by_count":0,"area":"driving"},{"id":"2506.11681","title":"A Hybrid Multi-Agent Prompting Approach for Simplifying Complex Sentences","created":"2025-06-13","cited_by_count":0,"area":"agents"},{"id":"2509.21241","title":"Explaining Fine Tuned LLMs via Counterfactuals A Knowledge Graph Driven Framework","created":"2025-09-25","cited_by_count":0,"area":null},{"id":"2602.02090","title":"LEC-KG: An LLM-Embedding Collaborative Framework for Domain-Specific Knowledge Graph Construction -- A Case Study on SDGs","created":"2026-02-02","cited_by_count":0,"area":null},{"id":"2602.13264","title":"Directional Concentration Uncertainty: A representational approach to uncertainty quantification for generative models","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2602.22219","title":"Comparative Analysis of Neural Retriever-Reranker Pipelines for Retrieval-Augmented Generation over Knowledge Graphs in E-commerce Applications","created":"2025-12-14","cited_by_count":0,"area":"rag"},{"id":"2603.22136","title":"The Semantic Ladder: A Framework for Progressive Formalization of Natural Language Content for Knowledge Graphs and AI Systems","created":"2026-03-23","cited_by_count":0,"area":null},{"id":"2604.04450","title":"Conversational Control with Ontologies for Large Language Models: A Lightweight Framework for Constrained Generation","created":"2026-04-06","cited_by_count":0,"area":null},{"id":"2604.21649","title":"GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion","created":"2026-04-23","cited_by_count":0,"area":null},{"id":"2605.31010","title":"MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation","created":"2026-05-29","cited_by_count":0,"area":"rag"},{"id":"2606.25608","title":"An Approach for a Supporting Multi-LLM System for Automated Certification Based on the German IT-Grundschutz","created":"2026-06-24","cited_by_count":0,"area":null},{"id":"2607.10738","title":"To Answer or to Abstain: Mitigating Search-Agent Hallucinations via Abstention-Aware Reinforcement Learning","created":"2026-07-12","cited_by_count":0,"area":"lr"},{"id":"2607.21327","title":"From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics","created":"2026-07-23","cited_by_count":0,"area":null},{"id":"2608.07965","title":"CyberAGENTS: Structured Autonomy for Agentic Gamified Learning in Cybersecurity","created":"2026-08-08","cited_by_count":0,"area":"agents"},{"id":"2608.26168","title":"Hallucinations in LLMs: A Lifecycle-Based Survey of Causes, Detection, Mitigation, and Prevention","created":"2026-07-20","cited_by_count":0,"area":null},{"id":"2608.28360","title":"Propagating construction-time knowledge quality into medical question answering: A framework grounded in clinical guidelines","created":"2026-08-28","cited_by_count":0,"area":null},{"id":"2609.11569","title":"Enabling Knowledge Graph Understanding at Scale with the EXplore Your Graphs ENgine (EXYGEN)","created":"2026-09-10","cited_by_count":0,"area":null},{"id":"2609.17107","title":"Symbolic Separation: Grounding Deep Agents in Knowledge Graphs for Trustworthy Operational Data Analytics","created":"2026-09-15","cited_by_count":0,"area":"agents"},{"id":"2609.22719","title":"From Code to Requirements: Agentic Reverse Engineering of Business Rules at Enterprise Scale","created":"2026-09-19","cited_by_count":0,"area":"agents"},{"id":"2609.26610","title":"Semantic Abstraction for Natural Language Inference: a Methodological Framework for Discovering and Compensating Semantic Knowledge and Reasoning Gaps in Large Language Models","created":"2026-09-22","cited_by_count":0,"area":"lr"}],"next_cursor":null}