Search Results - Pattern Mining Language Models Knowledge Graphs

Language-Model Based Informed Partition of Databases to Speed Up Pattern Mining

Authors: Carlos Bobed Lisbona Jordi Bernad Pierre Maillot et al.

Contributors: Carlos Bobed Lisbona Jordi Bernad Pierre Maillot et al.

Source: Proceedings of the ACM on Management of Data. 2:1-27

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Natural language processing, 0202 electrical engineering, electronic engineering, information engineering, Pattern Mining Language Models Knowledge Graphs, 02 engineering and technology, Knowledge Graphs, Pattern Mining, Knowledge representation and reasoning, Language Models, Data mining

File Description: application/pdf

Access URL: https://hal.science/hal-04559359v1/document
https://hal.science/hal-04559359v1
https://doi.org/10.1145/3654987

A Systems Approach to Validating Large Language Model Information Extraction: The Learnability Framework Applied to Historical Legal Texts.

Authors: Çetinkaya, Ali¹ (AUTHOR)

Source: Information. Nov2025, Vol. 16 Issue 11, p960. 16p.

Subject Terms: *Legal literature, *Data mining, *Machine learning, Language models, Model validation, Knowledge graphs

Large Language Model and Knowledge Graph-Driven AJCC Staging of Prostate Cancer Using Pathology Reports.

Authors: Jo, Eunbeen Noh, Tae Il Joo, Hyung Joon

Source: Diagnostics (2075-4418); Oct2025, Vol. 15 Issue 19, p2474, 19p

Subject Terms: PROSTATE cancer, KNOWLEDGE graphs, CLINICAL decision support systems, TUMOR classification, LANGUAGE models, PATHOLOGY, DATA mining

From language models to large-scale food and biomedical knowledge graphs

Authors: Cenikj, Gjorgjina Strojnik, Lidija Angelski, Risto et al.

Source: Sci Rep
Scientific Reports, Vol 13, Iss 1, Pp 1-14 (2023)
Scientific Reports

Subject Terms: validation, relation extraction, Science, relation-mining pipelines, Article, biomedicinski grafi znanja, Pattern Recognition, Automated, Medicine, Humans, Data Mining, biomedical knowledge graphs, Language, Natural Language Processing

File Description: text/url; application/pdf

Access URL: https://pubmed.ncbi.nlm.nih.gov/37188766
https://doaj.org/article/22d19dd44d8f4ef0b6bf316e9cc781ec
https://dirros.openscience.si/IzpisGradiva.php?id=16510
https://doi.org/0.1038/s41598-023-34981-4
https://hdl.handle.net/20.500.12556/DiRROS-16510

Analysis of Progress in Data Mining of Scientific Literature Using Large Language Models.

Authors: CAI Yiran HU Zhengyin LIU Chunjiang

Source: Journal of Library & Information Science in Agriculture. 2025, Vol. 37 Issue 2, p4-22. 19p.

Subject Terms: *LANGUAGE models, *SCIENTIFIC literature, *SCIENTIFIC knowledge, *KNOWLEDGE graphs, *DATA mining

Drug repurposing for Alzheimer's disease using a graph-of-thoughts based large language model to infer drug-disease relationships in a comprehensive knowledge graph.

Authors: Wang, Zhiping Paul Li, Xi Matsumoto, Nicholas et al.

Source: BioData Mining; 8/5/2025, Vol. 18 Issue 1, p1-19, 19p

Subject Terms: ALZHEIMER'S disease, KNOWLEDGE graphs, DRUG discovery, MACHINE learning, LANGUAGE models, DRUG repositioning

知识图谱驱动下粮食生产大数据应用现状与展望.

Alternate Title: Knowledge Graph Driven Grain Big Data Applications: Overview and Perspective.

Authors: 杨晨雪 李 娴 周清波

Source: Smart Agriculture. Mar2025, Vol. 7 Issue 2, p26-40. 15p.

Subject Terms: *LANGUAGE models, *KNOWLEDGE graphs, *SUSTAINABILITY, *INFERENCE (Logic), *DATA privacy, *ONTOLOGIES (Information retrieval)

How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension

Authors: Dai, Xinnan Qu, Haohao Shen, Yifen et al.

Index Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2410.05298

Chinese Named Entity Recognition for Bridge Damage and Defects Based on Text Mining and Natural Language Pretraining Models.

Authors: Liu, Jiaqi Li, Weijie Li, Fangchang et al.

Source: Journal of Construction Engineering & Management. Jun2025, Vol. 151 Issue 6, p1-12. 12p.

Subject Terms: *LANGUAGE models, *NATURAL language processing, *LONG short-term memory, *BRIDGE defects, *KNOWLEDGE graphs, *BRIDGE inspection

Distilling Event Sequence Knowledge From Large Language Models

Authors: Wadhwa, Somin Hassanzadeh, Oktie Bhattacharjya, Debarun et al.

Index Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2401.07237

Knowledge precedence networks: Mining progression patterns of scientific discoveries beyond prerequisites.

Authors: Xiang, Shibing Liu, Bing Jiang, Xin et al.

Source: Information Processing & Management. Mar2026:Part B, Vol. 63 Issue 2, pN.PAG-N.PAG. 1p.

Subject Terms: *Cognitive science, Scientific discoveries, Interdisciplinary research, Knowledge graphs, University research

Uncovering compound urban crises with large language model-assisted knowledge graph construction.

Authors: Hao, Haiyan Chen, Xiaorui Chen, Yudi et al.

Source: International Journal of Disaster Risk Reduction. Sep2025, Vol. 127, pN.PAG-N.PAG. 1p.

Lessons learned to enable question answering on knowledge graphs extracted from scientific publications: A case study on the coronavirus literature

Authors: Badenes Olmedo, Carlos Corcho, Oscar

Source: J Biomed Inform
Journal of Biomedical Informatics, ISSN 15320464, 2023-01-01, Vol. 142
Archivo Digital UPM
Universidad Politécnica de Madrid

Subject Terms: Glycosylation, Coronaviruses, Health Care Personnel, Diseases, Workflow, Pattern Recognition, Automated, Machine Learning, SCIENTIFIC PUBLICATIONS, Pregnancy, Smoke, Data Mining, Question answering, question, Language, Original Research, Informática, Coronavirus disease 2019, Question-answering, Ontology, Ontology's, Publications, Chloroquine, Named Entity Recognition, 3. Good health, Scientific Literature, Algorithm, automated pattern recognition, Knowledge, Lamivudine, Natural Language Processing Systems, open access publishing, Case-studies, Question Answering Systems, Human, severe acute respiratory syndrome coronavirus 2, Automated, Knowledge Base, Nicotine, Medicina, Work-flows, Pattern Recognition, Article, Cigarette Smoking, Therapeutic community, Knowledge graphs, Humans, Modeling languages, Natural Language Processing, evidence, Questionnaire, SARS-CoV-2, Neutralizing Antibody, COVID-19, Traditional Medicine, answering service, Coronavirus, Gene Ontology, knowledge graph, Tobacco Consumption, Evidences, Natural Languages, Publication, Middle East respiratory syndrome coronavirus

File Description: application/pdf

Access URL: https://pubmed.ncbi.nlm.nih.gov/37156393
https://oa.upm.es/81278/

Deep Learning on Graphs: Tackling Scalability, Privacy, and Multimodality

Authors: Min Ji Yoon

Subject Terms: Pattern recognition, Data mining and knowledge discovery, Deep Learning, Graph Mining, Deep Learning on Graphs, Graph Representation Learning, Graph Neural Networks, Graph Convolution Networks, Graph Neural Architecture Search, Message Passing, Importance Neighborhood Sampling on Graphs, Transfer Learning on Graphs, Heterogeneous Graph Neural Networks, Graph Generative Models, Graph Transformer, Multimodal Graphs, Multimodal Learning, Multimodal Graph Learning, Language Models, Pattern Recognition and Data Mining

Relation: https://figshare.com/articles/thesis/Deep_Learning_on_Graphs_Tackling_Scalability_Privacy_and_Multimodality/26798323

Availability: https://doi.org/10.1184/r1/26798323.v1
https://figshare.com/articles/thesis/Deep_Learning_on_Graphs_Tackling_Scalability_Privacy_and_Multimodality/26798323

Advances in Mathematical Models for AI-Based News Analytics.

Authors: Sufi, Fahim

Source: Mathematics (2227-7390); Dec2024, Vol. 12 Issue 23, p3736, 22p

Subject Terms: CONVOLUTIONAL neural networks, LANGUAGE models, KNOWLEDGE graphs, ARTIFICIAL intelligence, ANOMALY detection (Computer security)

MAKG: A maritime accident knowledge graph for intelligent accident analysis and management.

Authors: Liu, Dongge Cheng, Liang

Source: Ocean Engineering. Nov2024:Part 3, Vol. 312, pN.PAG-N.PAG. 1p.

Subject Terms: *LANGUAGE models, *KNOWLEDGE graphs, *MINE accidents, *TECHNOLOGICAL innovations, *MARITIME management, *MARINE accidents

Explainable Mining of Graphs and Time Series: Algorithms and Applications

Authors: Meng-Chieh Lee

Subject Terms: Information and computing sciences, Pattern recognition, Data mining and knowledge discovery, Graph Mining, Network Effects, Random Walks, Belief Propagation, Node Classification, Graph Neural Networks, Linear Graph Neural Networks, Link Prediction, Information Theory, Usable Information, Large Language Models, Large Language Model Agents, Retrieval Augmented Generation, Knowledge Graphs

Relation: https://figshare.com/articles/thesis/Explainable_Mining_of_Graphs_and_Time_Series_Algorithms_and_Applications/29448089

Availability: https://doi.org/10.1184/r1/29448089.v1
https://figshare.com/articles/thesis/Explainable_Mining_of_Graphs_and_Time_Series_Algorithms_and_Applications/29448089

Poisoning medical knowledge using large language models.

Authors: Yang, Junwei Xu, Hanwen Mirzoyan, Srbuhi et al.

Source: Nature Machine Intelligence; Oct2024, Vol. 6 Issue 10, p1156-1168, 13p

An intelligent healthcare system for rare disease diagnosis utilizing electronic health records based on a knowledge-guided multimodal transformer framework.

Authors: Abugabah, Ahed Shukla, Prashant Kumar Shukla, Piyush Kumar et al.

Source: BioData Mining; 10/7/2025, Vol. 18 Issue 1, p1-25, 25p

Subject Terms: RARE diseases, ELECTRONIC health records, GRAPH neural networks, INFERENTIAL statistics, TRANSFORMER models, CLINICAL decision support systems, MULTIMODAL user interfaces

From Codebooks to Promptbooks: Extracting Information from Text with Generative Large Language Models.

Authors: Stuhler, Oscar Ton, Cat Dang Ollion, Etienne

Source: Sociological Methods & Research; Aug2025, Vol. 54 Issue 3, p794-848, 55p

Subject Terms: LANGUAGE models, GENERATIVE artificial intelligence, NATURAL language processing, DATA mining, SOCIOLOGICAL research, ELECTRONIC newspapers