A comprehensive survey on relation extraction: recent advances and new frontiers

Cited by (168)

Items 101–168 of 168

1. A Tolerance-Degree-Based Sensitive Area Division Method for Improving Location Privacy Protection of Smart Terminal
   Xiao Liu, Yuejiang Lu, Jining Chen, Gaoxiang Li · 2025 · Applied Sciences
2. Prototype-Enhanced Few-Shot Relation Extraction Method Based on Cluster Loss Optimization
   Shenyi Qian, Bowen Fu, Chao Liu, Jin Song-he, Tong He Sun, Zhen Chen, Daiyi Li, Yifan Sun, Yibing Chen, Yuheng Li · 2025 · Symmetry
3. Efficient extraction of medication information from clinical notes: an evaluation in 2 languages
   Thibaut Fabacher, Erik Sauleau, Emmanuelle Arcay, Bineta Faye, Maxime Alter, Archia Chahard, Nathan Miraillet, Adrien Coulet, Aurélie Névéol A · 2025 · Journal of the American Medical Informatics Association
4. AutoClusRE: An automatic clustering-based method for relation extraction and knowledge graph construction
   TongYao Wang, Donghui Shi, José Aguilar, Jozef M. Zurada · 2025 · Research Square
5. The Specialization of Intelligence in AI Horizons: Present Status and Visions for the Next Era
   Antonio Pagliaro, Pierluca Sangiorgi · 2025 · Applied Sciences
6. Structural entropy guided relation extraction on adaptive graph structure
   Jiahui Wang, Jiangming Liu, Kun Yue, Liang Duan, Jiande Wu · 2025 · Pattern Recognition
7. SCoRE: Streamlined corpus-based relation extraction using multi-label contrastive learning and Bayesian kNN
   Luca Mariotti, Veronica Guidetti, Federica Mandreoli · 2025 · Knowledge-Based Systems
8. SELF: a multi-task learning framework for robust person-centric relation extraction
   Hailin Wang, W. Niu, Han Ren, Jiahao Li, Jing-Xuan Tian, Dan Zhang · 2025 · Journal of Supercomputing
9. CNER-Omni: A unified dynamic modality learning framework for Chinese named entity recognition across text and speech
   Jinzhong Ning, Wenxuan Mu, Songtao Li, Yijia Zhang, Ling Luo, Yuanyuan Sun, Mingyu Lu, Hongfei Lin · 2025 · Neural Networks
10. CoDiRE: Direction-Aware Document-Level Biomedical Relation Extraction with Adaptive Multi-Backbone Fusion
    Chensen Zhang, Wei Liao · 2025 · SSRN Electronic Journal
11. Domain Knowledge Information Extraction and Representation Based on Improved UIE Model
    Y. Zhang, Guo Yin-zhang · 2025 · International Conference on Artificial Intelligence and Intelligent Information Processing (AIIIP)
12. Comparing Large Language Models for Food-Microbiome Relation Extraction from Research Papers
    Research Dawadi, Jie Ting Tay, Agustin Martin Morales, Thien Vu, Phap Tran Ngoc Hoang, Masaki Yamamoto, Naoki Watanabe, Yuki Kuriya, Michihiro Araki · 2025 · International Conference on Medical and Health Informatics (ICMHI)
13. Prompt-Contrastive Learning for Zero-Shot Relation Extraction
    Xueyi Zhong, Liye Zhao, Licheng Peng, Guo-Dong Yang, Kun Hu, Wansen Wu · 2026 · Entropy
14. Enhancing Chinese medical relation extraction with self-fitting semantic features and multi-expert routing
    Guohua Xia, Xinjie Yu, Xingbo Cai, Yong Yang, Wei Zheng, Hangjian Wang · 2026 · SSRN Electronic Journal
15. Research on Emergency Event Information Extraction Models Integrating Contrastive Learning
    Hongkun Peng, P. L. Wu, Yu Li · 2025 · International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI)
16. Chinese spatial relation extraction model by integrating geographic semantic features
    Peng Ye, Yadi Wang, Yujin Jiang, Wu Zheng Xiao · 2026 · Scientific Reports
17. PREMKG: Prompt-Based Relation Extraction with Knowledge Enhancement on Multimodal Knowledge Graphs
    Yuting Ye · 2025 · International Conference on Machine Learning and Computer Application (ICMLCA)
18. Continual relation extraction with wake-sleep memory consolidation
    Tingting Hang, Ya Guo, Jun Huang, Yirui Wu, Umapada Pal, Palaiahnakote Shivakumara · 2026 · Pattern Recognition
19. Chinese Relation Extraction Based on Global–Local Perception and Contrastive Learning
    Chengyuan Cao, Mei Song, Yi Zhu, Li Zhao · 2026 · Lecture notes in computer science
20. Rate-Distortion Guided Knowledge Graph Construction from Lecture Notes Using Gromov-Wasserstein Optimal Transport
    Yuan An, Ruhma Hashmi, Michelle L. Rogers, Jane Greenberg, Brian K. Smith · 2025 · IEEE International Conference on Big Data (BigData)
21. Peuplement semi-automatisé de bases de connaissances à partir de documents non structurés.
    Maxime Prieur · 2025 · theses.fr (ABES)
22. A Lightweight Neuro-Symbolic Pattern Recognition Framework for Edge Intelligence via NLP-Based Knowledge Graphs
    Hao Qin, Fushen Wei, Long Peng, Liang Bin · 2026 · International Journal of Pattern Recognition and Artificial Intelligence
23. Research on Medical Relation Extraction Based on an Improved Global Pointer Network
    Xianghao Zhang, Xiaobo Tan, Jia Liu, Shiyu Yu · 2025 · International Conference on Signal Processing and Intelligent Computing (SPIC)
24. Evidence-verifiable intelligent interaction system and defect knowledge graph for operation-and-maintenance diagnosis of high-speed railway infrastructure
    Zhihui Zhu, Jiaqi Yan, Weiqi Zheng, Wei Gong, Jie Cao, Fangfang Li, Jiajia Yan · 2026 · Expert Systems with Applications
25. TRACE: A Triplet-Based Robustness-Augmented Causal Encoder for Causality Graph Event Prediction
    Ziwei Zheng, Q Zhang, Chuanhong Zhan, B Wang · 2026 · IEEE International Conference on Acoustics Speech and Signal Processing
26. Graph-human: an intelligent question–answering digital human model enhanced by automatically constructed knowledge graph for cultural and tourism applications
    Penglin Wang, Donghui Shi, Mengya Li, Jose Aguilar · 2026 · Knowledge and Information Systems
27. BFDM: Continual relation extraction via bidirectional feedback and dynamic multi-teacher knowledge distillation
    Tingting Hang, Desheng Li, Zijian Xu, Jun Feng · 2026 · Information Processing & Management
28. MORE-R1: Guiding LVLM for Multimodal Object-Entity Relation Extraction via Stepwise Reasoning with Reinforcement Learning
    Xiang Yuan, Xu Chu, Xinrong Chen, Haochen Li, Zonghong Dai, Hongcheng Fan, Xiaoyue Yuan, Weiwei Li, Tong Mo · 2026 · Lecture notes in computer science
29. RAKL: A framework for ethnomedicine relation extraction via integrated retrieval augmentation and knowledge-informed learning
    Xiaoyu Liu, Shiqi Li, hao Zhang, Xueqian Su, Kai Xie, Wen Xue, Weijia Zhang, Yufeng Diao · 2026 · Applied Soft Computing
30. KAB: A knowledge-aligned benchmark for reproducible evaluation of distantly supervised relation extraction
    Bowen Liu, Junhang Hu, Yucong Lin, Hong Song, Yaqing Nie, Hongmin Xiao, Zichao Lin, Jingtao Li, Xutao Weng, Zhaoli Su et al. · 2026 · Neural Networks
31. Study on the application of knowledge graph and large language model in question answering on water conservancy knowledge field
    Xubo Han, Bing Liu, Zhengyu Yang, Wenzhe Tang · 2026 · Earth Science Informatics
32. From narrative evidence to computable knowledge: a decision-relevant corpus for medicinal herb–disease relationships
    Sang-Jun Yea, Ho Jang, Jaeuk U. Kim · 2026 · Journal of Biomedical Semantics
33. Joint Inference for Informed End-to-End Knowledge Base Population
    Birgit Kirsch, Katharina Beckh, Nilesh Chackraborty, Sven Heuser, Stefan Rüping A · 2026 · Lecture notes in computer science
34. Syntax-Enhanced Contextual Representation Learning for Complex Relation Extraction via Attention-Guided Graph Network
    Jiafeng Suo, Jian Fang, Jie Liu, Mingze Wang, Yang Xiao · 2026 · Journal of Intelligent & Fuzzy Systems
35. Enhancing LLMs for Manufacturing Information Extraction
    Subeen Park, Hakyung Lee, Ryunyi Lee, Hyo-Won Suh, Kyungwoo Song · 2026 · Lecture notes in computer science
36. DSE-RE: Dynamic Schema Evolution with LLM for Iterative Relation Extraction
    Tongyao Wang, Donghui Shi, Jose Aguilar, Jozef M. Zurada · 2026 · Human-Centric Intelligent Systems
37. A Semantic Alignment-Enhanced Framework for Zero-Shot Relation Extraction
    Qiuhui Bai, Ruishen Liu, Xiang-Feng Luo · 2026 · 2026 8th International Conference on Information Science, Electrical and Automation Engineering (ISEAE)
38. Transductive data augmentation framework for cross-domain ASTE using large language models
    Zhiyuan Ma, Ling Yang, Miaomiao Gu, Nan Wang · 2026 · International Journal of Web Information Systems
39. CR-LLM: Candidate Filtering and Rule-Constrained Large Language Models for Document-Level Relation Extraction
    Junhao Shi, Xiangfeng Luo · 2026 · International Conference on Information Science, Electrical and Automation Engineering (ISEAE)
40. GeoClaim: Programmable Geoscientific Fact Verification and Judge-Guided Evaluation for Open-Ended Mineral Exploration QA
    Yuang Zhang, Pu Zhao, Fanyu Han, Jiaheng Peng, Qinjun Qiu · 2026 · Lecture notes in computer science
41. Cyberspace Event Extraction Techniques: From Traditional to Deep Learning Paradigms
    Chunyao Yang, Yuxiang Shang, Renjie Zhou, Yong Liao · 2026 · Lecture notes in electrical engineering
42. Multilingual Customer Record Linkage: A Novel Approach Using LLMs for Cross-Lingual Entity Resolution
    Muzakkiruddin Ahmed Mohammed, Shames Al Mandalawi, Hendrika Maclean, John R. Talburt · 2026 · Communications in computer and information science
43. CMF-DCA: multimodal clinical information extraction in Chinese based on vision-guided fusion method
    Pu Han, Senling Liu, Wenqi Chen, X W Li, Shenqi Jing · 2026 · Biomedical Signal Processing and Control
44. Enhancing system safety analysis in aviation: A causal knowledge graph framework powered by Large Language Models for proactive risk identification
    Jifei Cheng, Donghui Shi, Jozef Zurada, Yakun Sun · 2026 · Reliability Engineering & System Safety
45. RLNA-Net: Reframing Document-Level Relation Extraction with Residual Attention
    Rongen Yan, Jinyi Zhan, Ye Tao, Feifei Qian, Shaolin Tan · 2026 · Lecture notes in computer science
46. Chinese Recipe Flow Graph
    Qihan Wu, Jiawen Yuan, Jin Zhou, Hongjie Zhang, Jin Zhou, Xing Xin, Xiaohui Cui · 2026 · Lecture notes in computer science
47. SE-AGGN: Syntax-Enhanced Relation Extraction via Attention-Guided Graphs and Gated Fusion
    Jiafeng Suo, Zijun He, Yibo Ning · 2026 · International Conference on Algorithms, Software Engineering and Network Security (ASENS)
48. Mmf-re: psychological medicine entity relation extraction model based on multi-level feature enhancement
    Zixuan Liu, Xiaohui Yang, Zhuo Chang, Hailong Ma, Dejun Wang · 2026 · Health Information Science and Systems
49. Dual representation learning-based drug synergy prediction via sequence and molecular network reconstruction
    Juanzi Zhou, Xiaolian Yang, Yin Zhang, Fang Hu, Pin‐Han Ho · 2026 · Intelligent Data Analysis
50. Chinese Relation Extraction Based on Data Augmentation and Dual-Channel Attention
    Yan Tang, Mingchao Tang, Daoyong Tu, Qingquan Zeng · 2026 · Communications in computer and information science
51. Knowledge graph construction for Dream of the Red Chamber through human AI collaboration using large language models
    Wei Yuan, Sha Liu · 2026 · Discover Applied Sciences
52. Bio-inspired Feature Selection for Synthetic Datasets in Multimodal Learning
    Deive Audieres Leal, Rafael Marin Machado de Souza, Leandro Nunes de Castro · 2026 · Genetic and Evolutionary Computation Conference Companion (GECCO Companion)
53. A Semantic Feasibility-Constrained NLI Framework for Scientific Relation Extraction
    Yang Tian, Zihan Bai, Bo Xu, Zhikui Chen, Hongfei Lin · 2026 · IEEE Signal Processing Letters
54. DyFIRER: A Dynamic Feedback Iterative Multi-Agent Framework for Open Relation Extraction Based on Large Language Models
    Yonggang Gong, Minghao Shao, Xiaoqin Lian, Jialu Zhou · 2026 · Applied Sciences
55. Quality Metrics for LLM-Generated Asset Administration Shells: A Perturbation-Based Evaluation Approach
    Janek Groß, Elena Zentgraf, Jens Heidrich · 2026 · Lecture notes in computer science
56. Encoding Research Problem Statements as Relational Structures: A Case Study in Ocean Science
    Zaiyang Zhong, Stephen Brooks · 2026 · IEEE Canadian Atlantic Ocean Symposium (CAOS)
57. Intelligent Medical Report Summarization and Risk Detection System Using NLP and Large Language Models
    S. Jayaprada, Katragadda Madhuvani, Oguru Pavithra, Vummethala Sai Adithya Vardhana, Devarasetty Manikanta Kowshik · 2026 · International Conference on Intelligent and Sustainable Electronics & Computing Technologies (INSECT)
58. The Role of N-ary Relations in Representing Biomedical Complexity
    Sofia I. R. Conceição, Francisco M. Couto · 2026 · Methods in molecular biology
59. Constructing knowledge graphs by Large Language Models: Methodology, practice, and challenges
    Jiaxin Wu, Shanshan Huang, Zherui Zhang, Yuan Wang, Shu Wang, Ming Liu, Guoxin Su, Li Liu · 2026 · Knowledge-Based Systems
60. Robust hybrid graph fusion for multi-modal relation extraction via information bottleneck denoising
    Qihui Zhao, Haoran Zhao, Tianhan Gao · 2026 · Information Fusion
61. Knowledge-Enhanced Question Answering for Chinese Ceramic Textual Heritage: A Domain-Adaptive Large Language Model Approach
    Yu Man Nie, Chengwen Li, Lu Xiong, Chao Li, Min Tang, Yongkang Peng, Junyao Ye, Qun Cao · 2026 · Cybernetics & Systems
62. Structure-Aware Hybrid Representation for Retrieval-Augmented Generation Over OCR-Derived Documents
    Minchae Song · 2026 · IEEE Access
63. Dnmma: dual-modality noise mitigation and multi-granularity augmentation for multimodal relation extraction in social media
    Yachuan Zhang, Yi Guo · 2026 · Knowledge and Information Systems
64. Structured Entity and Relation Extraction from Sequential Multimodal Audio-Video Content Using Large Language Models
    Timothy Dillan, Sani Muhamad Isa, Abba Suganda Girsang, Derwin Suhartono · 2026 · Engineering Technology & Applied Science Research
65. Easy to Say, Hard to Recover: Evaluating Structured Knowledge Preservation in Lightweight Language Models for Multilingual RDF–Text Cycles
    Virginia Ramón-Ferrer, Óscar Corcho, Carlos Badenes-Olmedo · 2026 · Lecture notes in computer science
66. RT-UIE: A Reward-Guided and Task-Oriented Framework for Unified Information Extraction
    Wentong Wan, Yingxue Qiao, Yiwen Zhang, Yu Du, Song Liu · 2026 · International Joint Conference on Neural Networks (IJCNN)
67. A Provenance-First Framework for Evidence-Linked FAIR Data and Visual Analytics of Chaoshan Drawnwork Heritage
    Jiajun Chen, Zhang Ya, Hongxin Li · 2026 · Journal on Computing and Cultural Heritage
68. Enhancing Few-Shot Continual Relation Extraction via Pairwise Augmentation and Guided Sharpness-Aware Optimization
    Thanh Dat Hoang, Nguyen Hoang Anh, Nam Le Hai, Linh Ngo Van, Sang Dinh · 2026 · Artificial Intelligence