{"total":171,"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":"2305.13172","title":"Editing Large Language Models: Problems, Methods, and Opportunities","created":"2023-05-22","cited_by_count":372,"area":null},{"id":"2310.01061","title":"Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning","created":"2023-10-02","cited_by_count":328,"area":"lr"},{"id":"2305.10037","title":"Can Language Models Solve Graph Problems in Natural Language?","created":"2023-05-17","cited_by_count":252,"area":"lr"},{"id":"2307.12976","title":"Evaluating the Ripple Effects of Knowledge Editing in Language Models","created":"2023-07-24","cited_by_count":242,"area":null},{"id":"2203.15827","title":"LinkBERT: Pretraining Language Models with Document Links","created":"2022-03-29","cited_by_count":211,"area":null},{"id":"2312.02783","title":"Large Language Models on Graphs: A Comprehensive Survey","created":"2023-12-05","cited_by_count":192,"area":null},{"id":"2210.09338","title":"Deep Bidirectional Language-Knowledge Graph Pretraining","created":"2022-10-17","cited_by_count":156,"area":null},{"id":"2305.19523","title":"Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning","created":"2023-05-31","cited_by_count":133,"area":null},{"id":"2405.20139","title":"GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning","created":"2024-05-30","cited_by_count":128,"area":"lr"},{"id":"2310.01714","title":"Large Language Models as Analogical Reasoners","created":"2023-10-03","cited_by_count":107,"area":"lr"},{"id":"2206.00426","title":"Semantic Probabilistic Layers for Neuro-Symbolic Learning","created":"2022-06-01","cited_by_count":103,"area":null},{"id":"2304.06798","title":"On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence","created":"2023-04-13","cited_by_count":88,"area":null},{"id":"2211.05994","title":"A Survey of Knowledge Enhanced Pre-trained Language Models","created":"2022-11-11","cited_by_count":76,"area":null},{"id":"2308.09729","title":"MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models","created":"2023-08-17","cited_by_count":73,"area":"lr"},{"id":"2405.08011","title":"A Survey of Large Language Models for Graphs","created":"2024-05-10","cited_by_count":72,"area":null},{"id":"2309.15427","title":"Graph Neural Prompting with Large Language Models","created":"2023-09-27","cited_by_count":64,"area":null},{"id":"2305.14825","title":"Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners","created":"2023-05-24","cited_by_count":63,"area":"lr"},{"id":"2303.14725","title":"Natural Language Reasoning, A Survey","created":"2023-03-26","cited_by_count":61,"area":"lr"},{"id":"2401.12863","title":"KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning","created":"2024-01-23","cited_by_count":60,"area":"lr"},{"id":"2306.11489","title":"Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling","created":"2023-06-20","cited_by_count":56,"area":null},{"id":"2305.08281","title":"FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge","created":"2023-05-14","cited_by_count":55,"area":null},{"id":"2402.10359","title":"Can we Soft Prompt LLMs for Graph Learning Tasks?","created":"2024-02-15","cited_by_count":52,"area":null},{"id":"2306.11816","title":"Learning to Generate Better Than Your LLM","created":"2023-06-20","cited_by_count":49,"area":null},{"id":"2305.09955","title":"Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models","created":"2023-05-17","cited_by_count":46,"area":null},{"id":"2312.13303","title":"RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios","created":"2023-12-19","cited_by_count":46,"area":"rag"},{"id":"2410.04585","title":"Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval","created":"2024-10-06","cited_by_count":45,"area":"lr"},{"id":"2208.11126","title":"Retrieval-based Controllable Molecule Generation","created":"2022-08-23","cited_by_count":44,"area":null},{"id":"2211.03536","title":"Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces","created":"2022-11-07","cited_by_count":41,"area":null},{"id":"2309.03118","title":"Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs","created":"2023-09-06","cited_by_count":35,"area":null},{"id":"2305.18742","title":"Graph Reasoning for Question Answering with Triplet Retrieval","created":"2023-05-30","cited_by_count":34,"area":"lr"},{"id":"2305.14321","title":"ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings","created":"2023-05-23","cited_by_count":32,"area":null},{"id":"2312.06185","title":"KnowGPT: Knowledge Graph based Prompting for Large Language Models","created":"2023-12-11","cited_by_count":31,"area":null},{"id":"2505.20099","title":"Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities","created":"2025-05-26","cited_by_count":31,"area":null},{"id":"2202.08772","title":"A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models","created":"2022-02-17","cited_by_count":30,"area":null},{"id":"2412.13575","title":"Generating Long-form Story Using Dynamic Hierarchical Outlining with Memory-Enhancement","created":"2024-12-18","cited_by_count":30,"area":null},{"id":"2304.10668","title":"Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs","created":"2023-04-20","cited_by_count":29,"area":null},{"id":"2206.02928","title":"Neuro-Symbolic Procedural Planning with Commonsense Prompting","created":"2022-06-06","cited_by_count":28,"area":null},{"id":"2311.14324","title":"Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs","created":"2023-11-24","cited_by_count":27,"area":null},{"id":"2303.05759","title":"An Overview on Language Models: Recent Developments and Outlook","created":"2023-03-10","cited_by_count":22,"area":null},{"id":"2402.12352","title":"Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge","created":"2024-02-19","cited_by_count":20,"area":"rag"},{"id":"2412.10390","title":"Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective","created":"2024-11-30","cited_by_count":20,"area":"lr"},{"id":"2502.09673","title":"Are Smarter LLMs Safer? Exploring Safety-Reasoning Trade-offs in Prompting and Fine-Tuning","created":"2025-02-13","cited_by_count":20,"area":"lr"},{"id":"2402.11441","title":"InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration","created":"2024-02-18","cited_by_count":19,"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":"2303.12320","title":"GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering","created":"2023-03-22","cited_by_count":17,"area":"lr"},{"id":"2402.14273","title":"Can Language Models Act as Knowledge Bases at Scale?","created":"2024-02-22","cited_by_count":17,"area":null},{"id":"2510.16990","title":"Graph4MM: Weaving Multimodal Learning with Structural Information","created":"2025-10-19","cited_by_count":17,"area":null},{"id":"2405.06545","title":"Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval","created":"2024-05-10","cited_by_count":16,"area":null},{"id":"2208.08320","title":"BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency","created":"2022-08-17","cited_by_count":14,"area":null},{"id":"2210.12887","title":"Retrieval Augmentation for Commonsense Reasoning: A Unified Approach","created":"2022-10-23","cited_by_count":14,"area":"lr"},{"id":"2211.08380","title":"Empowering Language Models with Knowledge Graph Reasoning for Question Answering","created":"2022-11-15","cited_by_count":14,"area":"lr"},{"id":"2406.01238","title":"EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs","created":"2024-06-03","cited_by_count":14,"area":null},{"id":"2403.07260","title":"LaERC-S: Improving LLM-based Emotion Recognition in Conversation with Speaker Characteristics","created":"2024-03-12","cited_by_count":13,"area":null},{"id":"2406.10393","title":"EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems","created":"2024-06-14","cited_by_count":13,"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":"2412.08174","title":"Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?","created":"2024-12-11","cited_by_count":13,"area":null},{"id":"2403.07478","title":"Towards Graph Foundation Models for Personalization","created":"2024-03-12","cited_by_count":12,"area":null},{"id":"2210.12678","title":"ComFact: A Benchmark for Linking Contextual Commonsense Knowledge","created":"2022-10-23","cited_by_count":11,"area":null},{"id":"2305.12723","title":"Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting","created":"2023-05-22","cited_by_count":11,"area":null},{"id":"2310.01290","title":"Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models","created":"2023-10-02","cited_by_count":11,"area":"lr"},{"id":"2310.02166","title":"Large Language Models Meet Knowledge Graphs to Answer Factoid Questions","created":"2023-10-03","cited_by_count":11,"area":null},{"id":"2406.13578","title":"Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration","created":"2024-06-19","cited_by_count":11,"area":"rag"},{"id":"2502.20317","title":"Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases","created":"2025-02-27","cited_by_count":11,"area":null},{"id":"2409.18073","title":"Infer Human's Intentions Before Following Natural Language Instructions","created":"2024-09-26","cited_by_count":10,"area":null},{"id":"2210.04105","title":"KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding","created":"2022-10-08","cited_by_count":9,"area":null},{"id":"2304.06136","title":"AGI for Agriculture","created":"2023-04-12","cited_by_count":9,"area":null},{"id":"2302.11799","title":"FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering","created":"2023-02-23","cited_by_count":8,"area":null},{"id":"2403.01382","title":"Automatic Question-Answer Generation for Long-Tail Knowledge","created":"2024-03-03","cited_by_count":8,"area":null},{"id":"2405.13085","title":"Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks","created":"2024-05-21","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":"2501.07845","title":"Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning","created":"2025-01-14","cited_by_count":8,"area":"lr"},{"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":"2212.00975","title":"Relation-Aware Language-Graph Transformer for Question Answering","created":"2022-12-02","cited_by_count":7,"area":null},{"id":"2309.03087","title":"Unreflected Acceptance -- Investigating the Negative Consequences of ChatGPT-Assisted Problem Solving in Physics Education","created":"2023-08-21","cited_by_count":7,"area":null},{"id":"2310.15484","title":"NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA","created":"2023-10-24","cited_by_count":7,"area":null},{"id":"2402.06738","title":"EntGPT: Entity Linking with Generative Large Language Models","created":"2024-02-09","cited_by_count":7,"area":null},{"id":"2402.07309","title":"HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs","created":"2024-02-11","cited_by_count":7,"area":null},{"id":"2405.17846","title":"Safety Control of Service Robots with LLMs and Embodied Knowledge Graphs","created":"2024-05-28","cited_by_count":7,"area":null},{"id":"2503.02582","title":"Playing games with Large language models: Randomness and strategy","created":"2025-03-04","cited_by_count":7,"area":null},{"id":"2504.05478","title":"GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases","created":"2025-04-07","cited_by_count":7,"area":"lr"},{"id":"2210.07570","title":"MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation","created":"2022-10-14","cited_by_count":6,"area":"lr"},{"id":"2211.01467","title":"Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation","created":"2022-11-02","cited_by_count":6,"area":null},{"id":"2306.10649","title":"CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification","created":"2023-06-18","cited_by_count":6,"area":null},{"id":"2503.14411","title":"Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models","created":"2025-03-18","cited_by_count":6,"area":null},{"id":"2510.07484","title":"Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs","created":"2025-10-08","cited_by_count":6,"area":"lr"},{"id":"2301.00351","title":"Skew Class-balanced Re-weighting for Unbiased Scene Graph Generation","created":"2023-01-01","cited_by_count":5,"area":null},{"id":"2406.18114","title":"Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysis","created":"2024-06-26","cited_by_count":5,"area":"rag"},{"id":"2502.13555","title":"Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs","created":"2025-02-19","cited_by_count":5,"area":null},{"id":"2511.00457","title":"GraphChain: Large Language Models for Large-scale Graph Analysis via Tool Chaining","created":"2025-11-01","cited_by_count":5,"area":null},{"id":"2209.09947","title":"Dynamic Relevance Graph Network for Knowledge-Aware Question Answering","created":"2022-09-20","cited_by_count":4,"area":null},{"id":"2212.08966","title":"Graph Learning and Its Advancements on Large Language Models: A Holistic Survey","created":"2022-12-17","cited_by_count":4,"area":null},{"id":"2305.05921","title":"Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification","created":"2023-05-10","cited_by_count":4,"area":null},{"id":"2305.08703","title":"Schema-adaptable Knowledge Graph Construction","created":"2023-05-15","cited_by_count":4,"area":null},{"id":"2408.01779","title":"MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems","created":"2024-08-03","cited_by_count":4,"area":"lr"},{"id":"2411.19507","title":"GEFM: Graph-Enhanced EEG Foundation Model","created":"2024-11-29","cited_by_count":4,"area":null},{"id":"2212.13428","title":"A Survey on Knowledge-Enhanced Pre-trained Language Models","created":"2022-12-27","cited_by_count":3,"area":null},{"id":"2302.02093","title":"Knowledge-enhanced Neural Machine Reasoning: A Review","created":"2023-02-04","cited_by_count":3,"area":null},{"id":"2310.04910","title":"Towards Faithful Knowledge Graph Explanation Through Deep Alignment in Commonsense Question Answering","created":"2023-10-07","cited_by_count":3,"area":null},{"id":"2411.00843","title":"The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation","created":"2024-10-30","cited_by_count":3,"area":null}],"next_cursor":"100"}