{"total":37,"rows":[{"id":"2306.08302","title":"Unifying Large Language Models and Knowledge Graphs: A Roadmap","created":"2023-06-14","cited_by_count":668,"area":null},{"id":"2308.11761","title":"KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases","created":"2023-08-17","cited_by_count":52,"area":null},{"id":"2310.08975","title":"ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models","created":"2023-10-13","cited_by_count":44,"area":null},{"id":"2406.13862","title":"Knowledge Graph-Enhanced Large Language Models via Path Selection","created":"2024-06-19","cited_by_count":28,"area":null},{"id":"2402.15131","title":"Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models","created":"2024-02-23","cited_by_count":25,"area":null},{"id":"2412.18537","title":"Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation","created":"2024-12-24","cited_by_count":24,"area":null},{"id":"2402.16568","title":"Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models","created":"2024-02-26","cited_by_count":18,"area":null},{"id":"2402.02175","title":"Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval","created":"2024-02-03","cited_by_count":16,"area":null},{"id":"2412.18702","title":"CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era","created":"2024-12-24","cited_by_count":16,"area":null},{"id":"2410.01401","title":"Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering","created":"2024-10-02","cited_by_count":13,"area":null},{"id":"2406.18916","title":"TrustUQA: A Trustful Framework for Unified Structured Data Question Answering","created":"2024-06-27","cited_by_count":12,"area":null},{"id":"2507.04127","title":"BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering","created":"2025-07-05","cited_by_count":10,"area":null},{"id":"2502.12737","title":"Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation","created":"2025-02-18","cited_by_count":8,"area":null},{"id":"2509.10697","title":"A Survey on Retrieval And Structuring Augmented Generation with Large Language Models","created":"2025-09-12","cited_by_count":8,"area":null},{"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":"2404.19234","title":"Multi-hop Question Answering over Knowledge Graphs using Large Language Models","created":"2024-04-30","cited_by_count":6,"area":null},{"id":"2405.19686","title":"Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback","created":"2024-05-30","cited_by_count":6,"area":null},{"id":"2508.00719","title":"DAMR: Efficient and Adaptive Context-Aware Knowledge Graph Question Answering with LLM-Guided MCTS","created":"2025-08-01","cited_by_count":6,"area":null},{"id":"2401.05777","title":"How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering","created":"2024-01-11","cited_by_count":5,"area":null},{"id":"2503.05049","title":"Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering Datasets","created":"2025-03-06","cited_by_count":5,"area":null},{"id":"2510.01257","title":"RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs","created":"2025-09-25","cited_by_count":4,"area":null},{"id":"2505.14099","title":"Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering","created":"2025-05-20","cited_by_count":3,"area":null},{"id":"2511.07998","title":"Self-Correction Distillation for Structured Data Question Answering","created":"2025-11-11","cited_by_count":2,"area":null},{"id":"2608.24846","title":"FedV-KGQA: Multi-Hop Question Answering over Vertically Partitioned Knowledge Graphs","created":"2026-08-25","cited_by_count":2,"area":null},{"id":"2312.11922","title":"Relation-Aware Question Answering for Heterogeneous Knowledge Graphs","created":"2023-12-19","cited_by_count":1,"area":null},{"id":"2410.00414","title":"Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering","created":"2024-10-01","cited_by_count":1,"area":null},{"id":"2503.18403","title":"Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning","created":"2025-03-24","cited_by_count":1,"area":null},{"id":"2503.23523","title":"Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models","created":"2025-03-30","cited_by_count":1,"area":null},{"id":"2507.08704","title":"Knowledge Fusion via Bidirectional Information Aggregation","created":"2025-07-11","cited_by_count":1,"area":null},{"id":"2507.17178","title":"SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs","created":"2025-07-23","cited_by_count":1,"area":null},{"id":"2605.26645","title":"Bounded Path Context: A Controlled Study of Visible Path History in LLM-Based Knowledge Graph Question Answering","created":"2026-05-26","cited_by_count":1,"area":null},{"id":"2408.06778","title":"Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors","created":"2024-08-13","cited_by_count":0,"area":null},{"id":"2512.15219","title":"RFKG-CoT: Relation-Driven Adaptive Hop-count Selection and Few-Shot Path Guidance for Knowledge-Aware QA","created":"2025-12-17","cited_by_count":0,"area":null},{"id":"2607.06527","title":"RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation","created":"2026-07-07","cited_by_count":0,"area":null},{"id":"2608.20083","title":"SABET-QA: Temporal Knowledge Graph Question Answering","created":"2026-08-20","cited_by_count":0,"area":null},{"id":"2608.29088","title":"HANIA: Planner-Guided Multimodal Graph Evidence Selection for Grounded Question Answering","created":"2026-08-29","cited_by_count":0,"area":null},{"id":"2609.13661","title":"FedV-KGQA in Practice: Design Lessons and an Interactive Prototype","created":"2026-09-12","cited_by_count":0,"area":null}],"next_cursor":null}