Bin Li

Central Michigan University — United States

Computer Science · Physical Sciences

14h-index752citations60works4.82yr avg
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Research Topics

Topic Modeling(31), Natural Language Processing Techniques(21), Advanced Text Analysis Techniques(5), Text Readability and Simplification(5), Advanced Graph Neural Networks(4)

Publications60 total

Glossary
Elsevier eBooks·2025
What is spatial autocorrelation? A conceptualization
Elsevier eBooks·2025
Large Language Models With Holistically Thought Could Be Better Doctors
Lecture notes in computer science·2024· 4 cited
KiGRAS: Kinematic-Driven Generative Model for Realistic Agent Simulation
arXiv (Cornell University)·2024Open Access
Knowledge graph construction for heart failure using large language models with prompt engineering
Frontiers in Computational Neuroscience·2024· 16 citedOpen Access
EHR coding with hybrid attention and features propagation on disease knowledge graph
Artificial Intelligence in Medicine·2024· 4 cited
Hierarchical information matters! Improving AMR parsing with multi-granularity representation interactions
Information Processing & Management·2024· 1 cited
Distinct but correct: generating diversified and entity-revised medical response
Science China Information Sciences·2024· 16 citedOpen Access
SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models
arXiv (Cornell University)·2024· 2 citedOpen Access
Author Correction: Chinese Soil Moisture Observation Network and Time Series Data Set for High Resolution Satellite Applications
Scientific Data·2023· 1 citedOpen Access
Exploration and comparison of diverse approaches for integrating syntactic knowledge into AMR parsing
Applied Intelligence·2023· 3 cited
Addressing Long-Distance Dependencies in AMR Parsing with Hierarchical Clause Annotation
Electronics·2023· 1 citedOpen Access
Hierarchical Clause Annotation: Building a Clause-Level Corpus for Semantic Parsing with Complex Sentences
Applied Sciences·2023· 5 citedOpen Access
Addressing Long-Distance Dependencies in AMR Parsing with Hierarchical Clause Annotation
Preprints.org·2023Open Access
Chinese Soil Moisture Observation Network and Time Series Data Set for High Resolution Satellite Applications
Scientific Data·2023· 17 citedOpen Access
Hierarchical Clause Annotation: Building a Clause-Level Corpus for Semantic Parsing with Complex Sentences
Preprints.org·2023· 3 citedOpen Access
A Joint-Learning-Based Dynamic Graph Learning Framework for Structured Prediction
Electronics·2023· 1 citedOpen Access
Large Language Models Need Holistically Thought in Medical Conversational QA
arXiv (Cornell University)·2023· 5 citedOpen Access
Integrating Syntactic and Semantic Knowledge in AMR Parsing with Heterogeneous Graph Attention Network
2023· 7 cited
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
arXiv (Cornell University)·2023· 3 citedOpen Access
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Frequent Co-authors

Yixuan Weng(9), Yikemaiti Sataer(9), Yunlong Fan(8), Fei Xia(7), Miao Gao(7), Kang Liu(6), Chuanqi Shi(6), Minjun Zhu(5), Jun Zhao(5), Bin Sun(5), Shutao Li(4), Zhiqiang Gao(4), Zhiqiang Gao(4), Shizhu He(3), Shizhu He(3), Bo Xia(2), Feifan Liu(2), Aimin Jiang(2), Chaosheng Xiang(2), Chunmei Wang(2)