2025
Decision Tree Extraction for Clinical Decision Support System With If-Else Pseudocode and PlanSelect Strategy.
IEEE J. Biomed. Health Informatics, May, 2025
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation.
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CoRR, February, 2025
MKGF: A multi-modal knowledge graph based RAG framework to enhance LVLMs for Medical visual question answering.
Neurocomputing, 2025
Towards Explainable Search Results in E-commerce.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025
MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
PToco: Prefix-based Token-level Collaboration Enhances Reasoning for Multi-LLMs.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
IMQC: A Large Language Model Platform for Medical Quality Control.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
A Bidirectional Extraction-Then-Evaluation Framework for Complex Relation Extraction.
IEEE Trans. Knowl. Data Eng., December, 2024
A Survey on Neural Data-to-Text Generation.
IEEE Trans. Knowl. Data Eng., April, 2024
A multi-view representation learning framework for commonsense knowledge bases.
Inf. Sci., 2024
Enhancing Chinese abbreviation prediction with LLM generation and contrastive evaluation.
Inf. Process. Manag., 2024
GC-CDSS: Personalized gastric cancer treatment recommendations system based on knowledge graph.
Int. J. Medical Informatics, 2024
MSDiagnosis: An EMR-based Dataset for Clinical Multi-Step Diagnosis.
CoRR, 2024
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges.
CoRR, 2024
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models.
CoRR, 2024
OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine.
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CoRR, 2024
Scale-wise discriminative region learning for medical image segmentation.
Biomed. Signal Process. Control., 2024
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models.
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Big Data Min. Anal., 2024
Knowledge-Routed Automatic Diagnosis With Heterogeneous Patient-Oriented Graph.
IEEE Access, 2024
Alignment of Chinese-English Medical Terminology in Small-Sample Scenarios: A Two-Stage Approach.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
Unexpected Phenomenon: LLMs' Spurious Associations in Information Extraction.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Subsequence and distant supervision based active learning for relation extraction of Chinese medical texts.
BMC Medical Informatics Decis. Mak., December, 2023
Integration of multiple terminology bases: a multi-view alignment method using the hierarchical structure.
Bioinform., November, 2023
A co-adaptive duality-aware framework for biomedical relation extraction.
Bioinform., May, 2023
ST-Unet: Swin Transformer boosted U-Net with Cross-Layer Feature Enhancement for medical image segmentation.
Comput. Biol. Medicine, February, 2023
MedDM: LLM-executable clinical guidance tree for clinical decision-making.
CoRR, 2023
LLM-Mini-CEX: Automatic Evaluation of Large Language Model for Diagnostic Conversation.
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CoRR, 2023
MA-MRC: A Multi-answer Machine Reading Comprehension Dataset.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
MMpedia: A Large-Scale Multi-modal Knowledge Graph.
Proceedings of the Semantic Web - ISWC 2023, 2023
AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
CBEAF-Adapting: Enhanced Continual Pretraining for Building Chinese Biomedical Language Model.
CoRR, 2022
FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer.
CoRR, 2022
Prompt-based Generative Approach towards Multi-Hierarchical Medical Dialogue State Tracking.
CoRR, 2022
DoTAT: A Domain-oriented Text Annotation Tool.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022
2021
A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization.
CoRR, 2021
A combined recall and rank framework with online negative sampling for Chinese procedure terminology normalization.
Bioinform., 2021
LR-BCA: Label Ranking for Bridge Condition Assessment.
IEEE Access, 2021
An Integrated Resampling Methods for Imbalanced Sporadic Temporal Data in EHRs.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
Lab indicators standardization method for the regional healthcare platform: a case study on heart failure.
BMC Medical Informatics Decis. Mak., 2020
融入语言模型和注意力机制的临床电子病历命名实体识别 (Clinical Electronic Medical Record Named Entity Recognition Incorporating Language Model and Attention Mechanism).
计算机科学, 2020
2019
Representation learning for clinical time series prediction tasks in electronic health records.
BMC Medical Informatics Decis. Mak., 2019
QAnalysis: a question-answer driven analytic tool on knowledge graphs for leveraging electronic medical records for clinical research.
BMC Medical Informatics Decis. Mak., 2019
数据集分类可用性评估的置信区间方法 (Confidence Interval Method for Classification Usability Evaluation of Data Sets).
计算机科学, 2019
Incorporating dictionaries into deep neural networks for the Chinese clinical named entity recognition.
J. Biomed. Informatics, 2019
Question Answering based Clinical Text Structuring Using Pre-trained Language Model.
CoRR, 2019
Another Dimension: Towards Multi-subnet Neural Network for Image Sentiment Analysis.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019
Fine-tuning BERT for Joint Entity and Relation Extraction in Chinese Medical Text.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Question Answering based Clinical Text Structuring Using Pre-trained Language Model.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
On building and publishing Linked Open Schema from social Web sites.
J. Web Semant., 2018
On Evaluating Web-Scale Extracted Knowledge Bases in a Comparative Way.
Int. J. Semantic Web Inf. Syst., 2018
Mortality prediction system for heart failure with orthogonal relief and dynamic radius means.
Int. J. Medical Informatics, 2018
PatientEG Dataset: Bringing Event Graph Model with Temporal Relations to Electronic Medical Records.
CoRR, 2018
Recurrent Capsule Network for Relations Extraction: A Practical Application to the Severity Classification of Coronary Artery Disease.
CoRR, 2018
Enterprise Workflow Modeling Based on Priced Timed Petri Nets.
Proceedings of the 5th IEEE International Conference on Cyber Security and Cloud Computing, 2018
An Attention-based BI-GRU-CapsNet Model for Hypernymy Detection between Compound Entities.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
2017
A novel learning algorithm of single-hidden-layer feedforward neural networks.
Neural Comput. Appl., 2017
An automatic approach for constructing a knowledge base of symptoms in Chinese.
J. Biomed. Semant., 2017
BSBM+: Extending BSBM to Evaluate Annotated RDF Features on Graph Databases.
Proceedings of the Knowledge Graph and Semantic Computing. Language, Knowledge, and Intelligence, 2017
2016
KCF.js: A Javascript Library for Knowledge Cards Fusion.
Proceedings of the 25th International Conference on World Wide Web, 2016
Building and Exploring an Enterprise Knowledge Graph for Investment Analysis.
Proceedings of the Semantic Web - ISWC 2016, 2016
Zhishi.lemon: On Publishing Zhishi.me as Linguistic Linked Open Data.
Proceedings of the Semantic Web - ISWC 2016, 2016
Risk factors of heart failure for patients classification with extreme learning machine.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016
From Queriability to Informativity, Assessing "Quality in Use" of DBpedia and YAGO.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016
2015
Self-Supervised Synonym Extraction from the Web.
J. Inf. Sci. Eng., 2015
Effective Online Knowledge Graph Fusion.
Proceedings of the Semantic Web - ISWC 2015, 2015
KBMetrics - A Multi-purpose Tool for Measuring Quality of Linked Open Data Sets.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015
Bootstrapping Yahoo! Finance by Wikipedia for Competitor Mining.
Proceedings of the Semantic Technology - 5th Joint International Conference, 2015
Evaluating and Comparing Web-Scale Extracted Knowledge Bases in Chinese and English.
Proceedings of the Semantic Technology - 5th Joint International Conference, 2015
2014
On Publishing Chinese Linked Open Schema.
Proceedings of the Semantic Web - ISWC 2014, 2014
Building and Exploring Marine Oriented Knowledge Graph for ZhouShan Library.
Proceedings of the Industry Track at the International Semantic Web Conference 2014 Co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014
VKGBuilder - A Tool of Building and Exploring Vertical Knowledge Graphs.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014
A Multi-strategy Learning Approach to Competitor Identification.
Proceedings of the Semantic Technology - 4th Joint International Conference, 2014
2012
Complete-Thread Extraction from Web Forums.
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012
2011
An Approach to Analyzing Time Constrained Service Composition.
J. Comput., 2011
Automatic Web Information Extraction Based on Rules.
Proceedings of the Web Information System Engineering - WISE 2011, 2011
Mining at Most Top-K% Spatio-temporal Outlier Based Context: A Summary of Results.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011
2009
An Efficient Multi-Resolution Texture Synthesizing Method Based on Wavelet Transform.
J. Circuits Syst. Comput., 2009
A Collaborative Car Auto-Navigation Framework Based on Intelligent Trajectory Mining.
Proceedings of the International Joint Conferences on Bioinformatics, 2009
2008
A Case Study of Software Process Improvement in a Chinese Small Company.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008