{"total":120,"rows":[{"id":"2212.13138","title":"Large Language Models Encode Clinical Knowledge","created":"2022-12-26","cited_by_count":1830,"area":null},{"id":"2306.08302","title":"Unifying Large Language Models and Knowledge Graphs: A Roadmap","created":"2023-06-14","cited_by_count":668,"area":null},{"id":"2307.15189","title":"Med-Flamingo: a Multimodal Medical Few-shot Learner","created":"2023-07-27","cited_by_count":392,"area":null},{"id":"2305.09617","title":"Towards Expert-Level Medical Question Answering with Large Language Models","created":"2023-05-16","cited_by_count":384,"area":null},{"id":"2311.16452","title":"Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine","created":"2023-11-28","cited_by_count":329,"area":null},{"id":"2307.03393","title":"Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs","created":"2023-07-07","cited_by_count":274,"area":null},{"id":"2311.16079","title":"MEDITRON-70B: Scaling Medical Pretraining for Large Language Models","created":"2023-11-27","cited_by_count":274,"area":null},{"id":"2307.10169","title":"Challenges and Applications of Large Language Models","created":"2023-07-19","cited_by_count":254,"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":"2310.04560","title":"Talk like a Graph: Encoding Graphs for Large Language Models","created":"2023-10-06","cited_by_count":176,"area":null},{"id":"2308.11730","title":"Knowledge Graph Prompting for Multi-Document Question Answering","created":"2023-08-22","cited_by_count":152,"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":"2311.05112","title":"A Survey of Large Language Models in Medicine: Progress, Application, and Challenge","created":"2023-11-09","cited_by_count":124,"area":null},{"id":"2306.10070","title":"Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health","created":"2023-06-15","cited_by_count":118,"area":null},{"id":"2212.05767","title":"A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal","created":"2022-12-12","cited_by_count":106,"area":null},{"id":"2406.10833","title":"A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery","created":"2024-06-16","cited_by_count":96,"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":"2402.02216","title":"Position: Graph Foundation Models are Already Here","created":"2024-02-03","cited_by_count":86,"area":null},{"id":"2403.18421","title":"BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text","created":"2024-03-27","cited_by_count":86,"area":null},{"id":"2305.16326","title":"Benchmarking large language models for biomedical natural language processing applications and recommendations","created":"2023-05-10","cited_by_count":78,"area":null},{"id":"2309.15427","title":"Graph Neural Prompting with Large Language Models","created":"2023-09-27","cited_by_count":64,"area":null},{"id":"2304.01008","title":"Self-Supervised Multimodal Learning: A Survey","created":"2023-03-31","cited_by_count":58,"area":null},{"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":"2406.10727","title":"Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights","created":"2024-06-15","cited_by_count":44,"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":"2306.02592","title":"Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications","created":"2023-06-05","cited_by_count":33,"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":"2311.17330","title":"Biomedical knowledge graph-optimized prompt generation for large language models","created":"2023-11-29","cited_by_count":31,"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":"2302.13522","title":"IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research","created":"2023-02-27","cited_by_count":30,"area":null},{"id":"2308.14321","title":"Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study","created":"2023-08-28","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":"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":"2306.13924","title":"Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning","created":"2023-06-24","cited_by_count":25,"area":null},{"id":"2402.13188","title":"Question Calibration and Multi-Hop Modeling for Temporal Question Answering","created":"2024-02-20","cited_by_count":25,"area":null},{"id":"2404.06001","title":"Privacy Preserving Prompt Engineering: A Survey","created":"2024-04-09","cited_by_count":25,"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":"2307.03929","title":"Fairness-Aware Graph Neural Networks: A Survey","created":"2023-07-08","cited_by_count":22,"area":null},{"id":"2306.11892","title":"Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications","created":"2023-06-20","cited_by_count":21,"area":null},{"id":"2309.00087","title":"Large language models in medicine: the potentials and pitfalls","created":"2023-08-31","cited_by_count":21,"area":null},{"id":"2402.13253","title":"BiMediX: Bilingual Medical Mixture of Experts LLM","created":"2024-02-20","cited_by_count":21,"area":null},{"id":"2412.02621","title":"Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions","created":"2024-12-03","cited_by_count":18,"area":null},{"id":"2311.14740","title":"AutoKG: Efficient Automated Knowledge Graph Generation for Language Models","created":"2023-11-22","cited_by_count":17,"area":null},{"id":"2402.14273","title":"Can Language Models Act as Knowledge Bases at Scale?","created":"2024-02-22","cited_by_count":17,"area":null},{"id":"2403.01528","title":"Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey","created":"2024-03-03","cited_by_count":17,"area":null},{"id":"2405.16412","title":"KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge","created":"2024-05-26","cited_by_count":16,"area":null},{"id":"2502.10996","title":"RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation","created":"2025-02-16","cited_by_count":16,"area":null},{"id":"2403.01924","title":"To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering","created":"2024-03-04","cited_by_count":15,"area":null},{"id":"2402.04286","title":"Progress and Opportunities of Foundation Models in Bioinformatics","created":"2024-02-06","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":"2305.17311","title":"Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models","created":"2023-05-27","cited_by_count":12,"area":null},{"id":"2305.11366","title":"AutoTrial: Prompting Language Models for Clinical Trial Design","created":"2023-05-19","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":"2402.06764","title":"GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding","created":"2024-02-09","cited_by_count":11,"area":null},{"id":"2506.06605","title":"MedCite: Can Language Models Generate Verifiable Text for Medicine?","created":"2025-06-07","cited_by_count":11,"area":null},{"id":"2404.00942","title":"Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs","created":"2024-04-01","cited_by_count":10,"area":null},{"id":"2406.09606","title":"Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis","created":"2024-06-13","cited_by_count":10,"area":null},{"id":"2311.05085","title":"Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks","created":"2023-11-09","cited_by_count":9,"area":null},{"id":"2403.02966","title":"Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering","created":"2024-03-05","cited_by_count":9,"area":null},{"id":"2501.06699","title":"Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions","created":"2025-01-12","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":"2401.17824","title":"A Survey of Pre-trained Language Models for Processing Scientific Text","created":"2024-01-31","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":"2405.08540","title":"Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization","created":"2024-05-14","cited_by_count":7,"area":null},{"id":"2305.08495","title":"Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks","created":"2023-05-15","cited_by_count":6,"area":null},{"id":"2401.07105","title":"Graph Language Models","created":"2024-01-13","cited_by_count":6,"area":null},{"id":"2411.03883","title":"MEG: Medical Knowledge-Augmented Large Language Models for Question Answering","created":"2024-11-06","cited_by_count":6,"area":null},{"id":"2501.11632","title":"Biomedical Knowledge Graph: A Survey of Domains, Tasks, and Real-World Applications","created":"2025-01-20","cited_by_count":6,"area":null},{"id":"2503.15990","title":"ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph","created":"2025-03-20","cited_by_count":6,"area":null},{"id":"2510.21131","title":"Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications","created":"2025-10-24","cited_by_count":6,"area":null},{"id":"2305.14485","title":"Knowledge Graphs Querying","created":"2023-05-23","cited_by_count":5,"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":"2306.14096","title":"Chinese Fine-Grained Financial Sentiment Analysis with Large Language Models","created":"2023-06-25","cited_by_count":4,"area":null},{"id":"2310.09725","title":"KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models","created":"2023-10-15","cited_by_count":4,"area":null},{"id":"2401.07510","title":"Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering","created":"2024-01-15","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},{"id":"2506.04512","title":"Schema Generation for Large Knowledge Graphs Using Large Language Models","created":"2025-06-04","cited_by_count":3,"area":null},{"id":"2511.08029","title":"BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives","created":"2025-11-11","cited_by_count":3,"area":null},{"id":"2303.15682","title":"Pre-training Transformers for Knowledge Graph Completion","created":"2023-03-28","cited_by_count":2,"area":null},{"id":"2305.08732","title":"Knowledge Rumination for Pre-trained Language Models","created":"2023-05-15","cited_by_count":2,"area":null},{"id":"2306.02871","title":"Text-To-KG Alignment: Comparing Current Methods on Classification Tasks","created":"2023-06-05","cited_by_count":2,"area":null},{"id":"2307.04461","title":"Multi-modal Graph Learning over UMLS Knowledge Graphs","created":"2023-07-10","cited_by_count":2,"area":null},{"id":"2308.16770","title":"Enhancing PLM Performance on Labour Market Tasks via Instruction-based Finetuning and Prompt-tuning with Rules","created":"2023-08-31","cited_by_count":2,"area":null},{"id":"2310.08487","title":"GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models","created":"2023-10-12","cited_by_count":2,"area":null},{"id":"2402.17011","title":"DiffuCOMET: Contextual Commonsense Knowledge Diffusion","created":"2024-02-26","cited_by_count":2,"area":null},{"id":"2411.06866","title":"Subgraph Retrieval Enhanced by Graph-Text Alignment for Commonsense Question Answering","created":"2024-11-11","cited_by_count":2,"area":null},{"id":"2502.14275","title":"Fact or Guesswork? Evaluating Large Language Models' Medical Knowledge with Structured One-Hop Judgments","created":"2025-02-20","cited_by_count":2,"area":null},{"id":"2509.07588","title":"BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model Alignment","created":"2025-09-09","cited_by_count":2,"area":null},{"id":"2212.05251","title":"A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks","created":"2022-12-10","cited_by_count":1,"area":null},{"id":"2402.02289","title":"SemPool: Simple, robust, and interpretable KG pooling for enhancing language models","created":"2024-02-03","cited_by_count":1,"area":null},{"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":"2403.02176","title":"EEE-QA: Exploring Effective and Efficient Question-Answer Representations","created":"2024-03-04","cited_by_count":1,"area":null},{"id":"2403.19802","title":"Developing Healthcare Language Model Embedding Spaces","created":"2024-03-28","cited_by_count":1,"area":null},{"id":"2406.04989","title":"Compositional Generalization with Grounded Language Models","created":"2024-06-07","cited_by_count":1,"area":null},{"id":"2410.08299","title":"Privately Learning from Graphs with Applications in Fine-tuning Large Language Models","created":"2024-10-10","cited_by_count":1,"area":null},{"id":"2410.16822","title":"Can Large Language Models Act as Ensembler for Multi-GNNs?","created":"2024-10-22","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":"2504.19667","title":"Tripartite-GraphRAG via Plugin Ontologies","created":"2025-04-28","cited_by_count":1,"area":null}],"next_cursor":"100"}