A Method for Extending the Geostatistical Functions in Spatial Information Processing. - Kai Ma 004; Jihua Wang; Zehua Chen; Xiaobo Zhu; Ligang Pan (Intell. Autom. Soft Comput., 2016)

Matching Descriptions to Spatial Entities Using a Siamese Hierarchical Attention Network. - Kai Ma 004; Liang Wu 005; Liufeng Tao; Wenjia Li; Zhong Xie (IEEE Access, 2018)

A Task-Oriented Knowledge Base for Geospatial Problem-Solving. - Can Zhuang; Zhong Xie; Kai Ma 004; Mingqiang Guo; Liang Wu 005 (ISPRS Int. J. Geo Inf., 2018)

Rumor Detection on Microblogs Using Dual-Grained Feature via Graph Neural Networks. - Shouzhi Xu; Xiaodi Liu; Kai Ma 004; Fangmin Dong; Shunzhi Xiang; Changsong Bing (PRICAI (2), 2021)

Research on Basketball Teaching Network Course Resource Recommendation Method Based on Deep Learning Algorithm. - Kai Ma 004 (Mob. Inf. Syst., 2021)

What is this article about? Generative summarization with the BERT model in the geosciences domain. - Kai Ma 004; Miao Tian; Yongjian Tan; Xuejing Xie; Qinjun Qiu (Earth Sci. Informatics, 2022)

Extraction of temporal information from social media messages using the BERT model. - Kai Ma 004; Yongjian Tan; Miao Tian; Xuejing Xie; Qinjun Qiu; Sanfeng Li; Xin Wang (Earth Sci. Informatics, 2022)

Text visualization for geological hazard documents via text mining and natural language processing. - Ying Ma; Zhong Xie; Gang Li; Kai Ma 004; Zhen Huang; Qinjun Qiu; Hui Liu (Earth Sci. Informatics, 2022)

Understanding geological reports based on knowledge graphs using a deep learning approach. - Bin Wang 087; Liang Wu 005; Zhong Xie; Qinjun Qiu; Yuan Zhou 014; Kai Ma 004; Liufeng Tao (Comput. Geosci., 2022)

Cross-Domain Identity Authentication Protocol of Consortium Blockchain Based on Face Recognition. - Xiang Chen; Shouzhi Xu; Kai Ma 004; Peng Chen (Inf., 2022)

Chinese toponym recognition with variant neural structures from social media messages based on BERT methods. - Kai Ma 004; Yongjian Tan; Zhong Xie; Qinjun Qiu; Siqiong Chen (J. Geogr. Syst., 2022)

Spatially oriented convolutional neural network for spatial relation extraction from natural language texts. - Qinjun Qiu; Zhong Xie; Kai Ma 004; Zhanlong Chen; Liufeng Tao (Trans. GIS, 2022)

Geographic Named Entity Recognition by Employing Natural Language Processing and an Improved BERT Model. - Liufeng Tao; Zhong Xie; Dexin Xu; Kai Ma 004; Qinjun Qiu; Shengyong Pan; Bo Huang (ISPRS Int. J. Geo Inf., 2022)

Rumor detection on social media using hierarchically aggregated feature via graph neural networks. - Shouzhi Xu; Xiaodi Liu; Kai Ma 004; Fangmin Dong; Basheer Riskhan; Shunzhi Xiang; Changsong Bing (Appl. Intell., 2023)

BERTCWS: unsupervised multi-granular Chinese word segmentation based on a BERT method for the geoscience domain. - Qinjun Qiu; Zhong Xie; Kai Ma 004; Miao Tian (Ann. GIS, 2023)

NeuroSPE: A neuro-net spatial relation extractor for natural language text fusing gazetteers and pretrained models. - Qinjun Qiu; Zhong Xie; Kai Ma 004; Liufeng Tao; Shiyu Zheng (Trans. GIS, 2023)

Spatio-Temporal Relevance Classification from Geographic Texts Using Deep Learning. - Miao Tian; Xinxin Hu; Jiakai Huang; Kai Ma 004; Haiyan Li; Shuai Zheng; Liufeng Tao; Qinjun Qiu (ISPRS Int. J. Geo Inf., 2023)

CnGeoPLM: Contextual knowledge selection and embedding with pretrained language representation model for the geoscience domain. - Kai Ma 004; Shuai Zheng; Miao Tian; Qinjun Qiu; Yongjian Tan; Xinxin Hu; Haiyan Li; Zhong Xie (Earth Sci. Informatics, 2023)

Developing a Base Domain Ontology from Geoscience Report Collection to Aid in Information Retrieval towards Spatiotemporal and Topic Association. - Liufeng Tao; Kai Ma 004; Miao Tian; Zhenyang Hui; Shuai Zheng; Junjie Liu; Zhong Xie; Qinjun Qiu (ISPRS Int. J. Geo Inf., 2023)

Joint extraction of entity relations from geological reports based on a novel relation graph convolutional network. - Miao Tian; Kai Ma 004; Qirui Wu; Qinjun Qiu; Liufeng Tao; Zhong Xie (Comput. Geosci., 2024)

Chinese engineering geological named entity recognition by fusing multi-features and data enhancement using deep learning. - Qinjun Qiu; Miao Tian; Zhen Huang; Zhong Xie; Kai Ma 004; Liufeng Tao; Dexin Xu (Expert Syst. Appl., 2024)

A deep neural network model for Chinese toponym matching with geographic pre-training model. - Qinjun Qiu; Shiyu Zheng; Miao Tian; Jiali Li; Kai Ma 004; Liufeng Tao; Zhong Xie (Int. J. Digit. Earth, 2024)

Domain knowledge-guided geological named entities recognition of rock minerals based on prompt engineering with error feedback mechanism. - Qinjun Qiu; Yunxia Ma; Peng Han; Kai Ma 004; Zehua Huang; Miao Tian; Qirui Wu (Comput. Geosci., 2025)

A Knowledge-Guided Spatio-Temporal Correlation Measure Considering Rules and Dependency Syntax for Knowledge Graph Adaptive Representation. - Qinjun Qiu; Haiyan Li; Xinxin Hu; Miao Tian; Kai Ma 004; Yunqiang Zhu; Kai Sun 009; Weirong Li; Shu Wang 006; Zhong Xie (Trans. GIS, 2025)