Buzhou Tang

Orcid: 0000-0003-0271-8246

According to our database1, Buzhou Tang authored at least 133 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Advancing Biomedical Text Mining with Community Challenges.
CoRR, 2024

Toward Robust Multimodal Learning using Multimodal Foundational Models.
CoRR, 2024

Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion.
CoRR, 2024

2023
SHAPE: A Sample-Adaptive Hierarchical Prediction Network for Medication Recommendation.
IEEE J. Biomed. Health Informatics, December, 2023

Self-supervised Dynamic Graph Embedding with evolutionary neighborhood and community.
Expert Syst. Appl., October, 2023

Improving Generative Adversarial Network-based Vocoding through Multi-scale Convolution.
ACM Trans. Asian Low Resour. Lang. Inf. Process., September, 2023

Multimodal Data Matters: Language Model Pre-Training Over Structured and Unstructured Electronic Health Records.
IEEE J. Biomed. Health Informatics, 2023

Shared-Private Memory Networks For Multimodal Sentiment Analysis.
IEEE Trans. Affect. Comput., 2023

Overview of the PromptCBLUE Shared Task in CHIP2023.
CoRR, 2023

PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain.
CoRR, 2023

SHAPE: A Sample-adaptive Hierarchical Prediction Network for Medication Recommendation.
CoRR, 2023

TMMDA: A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis.
Proceedings of the ACM Web Conference 2023, 2023

EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

BiSPN: Generating Entity Set and Relation Set Coherently in One Pass.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

E-HMFNet: A Knowledge-Enhanced Hierarchical Molecular Representation Fusion Network for Drug Recommendation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences?
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
A Unified Machine Reading Comprehension Framework for Cohort Selection.
IEEE J. Biomed. Health Informatics, 2022

Leveraging Multi-source knowledge for Chinese clinical named entity recognition via relational graph convolutional network.
J. Biomed. Informatics, 2022

Biomedical named entity normalization via interaction-based synonym marginalization.
J. Biomed. Informatics, 2022

Multi-channel fusion LSTM for medical event prediction using EHRs.
J. Biomed. Informatics, 2022

Two heads are better than one: Enhancing medical representations by pre-training over structured and unstructured electronic health records.
CoRR, 2022

Biomedical relation extraction via knowledge-enhanced reading comprehension.
BMC Bioinform., 2022

CATNet: Cross-event attention-based time-aware network for medical event prediction.
Artif. Intell. Medicine, 2022

Boosting lesion annotation via aggregating explicit relations in external medical knowledge graph.
Artif. Intell. Medicine, 2022

HMAI-BERT: Hierarchical Multimodal Alignment and Interaction Network-Enhanced BERT for Multimodal Sentiment Analysis.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

MAG+: An Extended Multimodal Adaptation Gate for Multimodal Sentiment Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2022

Chinese Spelling Text Generation of Mathematical Formulas.
Proceedings of the IEEE International Conference on Acoustics, 2022

SetGNER: General Named Entity Recognition as Entity Set Generation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search.
Proceedings of the Computer Vision - ECCV 2022, 2022

S<sup>3</sup> AAL: Support Set Selection based on Adversarial Active Learning for Medical Few-Shot Relation Extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
CapsTM: capsule network for Chinese medical text matching.
BMC Medical Informatics Decis. Mak., 2021

Document-level medical relation extraction via edge-oriented graph neural network based on document structure and external knowledge.
BMC Medical Informatics Decis. Mak., 2021

Drug knowledge discovery via multi-task learning and pre-trained models.
BMC Medical Informatics Decis. Mak., 2021

Decomposing word embedding with the capsule network.
Knowl. Based Syst., 2021

Learnable Compression Network with Transformer for Approximate Nearest Neighbor Search.
CoRR, 2021

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark.
CoRR, 2021

Improving deep learning method for biomedical named entity recognition by using entity definition information.
BMC Bioinform., 2021

Multimodal Named Entity Recognition via Co-attention-Based Method with Dynamic Visual Concept Expansion.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Semi-supervised Visual Feature Integration for Language Models through Sentence Visualization.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

A Deep Transfer Learning Method for Medical Question Matching.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

2020
Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity.
BMC Medical Informatics Decis. Mak., April, 2020

Gated Semantic Difference Based Sentence Semantic Equivalence Identification.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction.
Int. J. Mach. Learn. Cybern., 2020

A Labeling Method for Financial Time Series Prediction Based on Trends.
Entropy, 2020

Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA.
CoRR, 2020

Real-world data medical knowledge graph: construction and applications.
Artif. Intell. Medicine, 2020

HITSZ-ICRC: A Report for SMM4H Shared Task 2020-Automatic Classification of Medications and Adverse Effect in Tweets.
Proceedings of the Fifth Social Media Mining for Health Applications Workshop & Shared Task, 2020

A Joint Model for Medical Named Entity Recognition and Normalization.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Cross-Lingual Transfer Learning for Medical Named Entity Recognition.
Proceedings of the Database Systems for Advanced Applications, 2020

KEoG: A knowledge-aware edge-oriented graph neural network for document-level relation extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Family history information extraction via deep joint learning.
BMC Medical Informatics Decis. Mak., December, 2019

A fine-grained Chinese word segmentation and part-of-speech tagging corpus for clinical text.
BMC Medical Informatics Decis. Mak., 2019

Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF.
BMC Medical Informatics Decis. Mak., 2019

Temporal indexing of medical entity in Chinese clinical notes.
BMC Medical Informatics Decis. Mak., 2019

KGDDS: A System for Drug-Drug Similarity Measure in Therapeutic Substitution based on Knowledge Graph Curation.
J. Medical Syst., 2019

KMR: knowledge-oriented medicine representation learning for drug-drug interaction and similarity computation.
J. Cheminformatics, 2019

Cohort selection for clinical trials using hierarchical neural network.
J. Am. Medical Informatics Assoc., 2019

Extracting entities with attributes in clinical text via joint deep learning.
J. Am. Medical Informatics Assoc., 2019

Integrate Image Representation to Text Model on Sentence Level: a Semi-supervised Framework.
CoRR, 2019

PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data.
CoRR, 2019

Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier.
BMC Bioinform., 2019

HITSZ-ICRC: A Report for SMM4H Shared Task 2019-Automatic Classification and Extraction of Adverse Effect Mentions in Tweets.
Proceedings of the Fourth Social Media Mining for Health Application Workshop & Shared Task, 2019

A Deep Learning-Based System for the MEDDOCAN Task.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

Multi-strategies Method for Cold-Start Stage Question Matching of rQA Task.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Assessing depression risk in Chinese microblogs: a corpus and machine learning methods.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

A Deep Learning-Based System for PharmaCoNER.
Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019

Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning.
Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019

A Study on Automatic Generation of Chinese Discharge Summary.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models.
Proceedings of the AMIA 2019, 2019

Named Entity Recognition in Clinical Text Based on Capsule-LSTM for Privacy Protection.
Proceedings of the Artificial Intelligence and Mobile Services - AIMS 2019, 2019

2018
Recognizing Continuous and Discontinuous Adverse Drug Reaction Mentions from Social Media Using LSTM-CRF.
Wirel. Commun. Mob. Comput., 2018

Structural regularity exploration in multidimensional networks via Bayesian inference.
Neural Comput. Appl., 2018

Chemical-induced disease extraction via recurrent piecewise convolutional neural networks.
BMC Medical Informatics Decis. Mak., 2018

CBN: Constructing a clinical Bayesian network based on data from the electronic medical record.
J. Biomed. Informatics, 2018

EAPB: entropy-aware path-based metric for ontology quality.
J. Biomed. Semant., 2018

Chinese Clinical Entity Recognition via Attention-Based CNN-LSTM-CRF.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

LCQMC: A Large-scale Chinese Question Matching Corpus.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Entity recognition from clinical texts via recurrent neural network.
BMC Medical Informatics Decis. Mak., 2017

Identifying High Quality Document-Summary Pairs through Text Matching.
Inf., 2017

CNN-based ranking for biomedical entity normalization.
BMC Bioinform., 2017

Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Chemical-induced disease extraction via convolutional neural networks with attention.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
A novel word embedding learning model using the dissociation between nouns and verbs.
Neurocomputing, 2016

Drug-Drug Interaction Extraction via Convolutional Neural Networks.
Comput. Math. Methods Medicine, 2016

HITSZ_CDR: an end-to-end chemical and disease relation extraction system for BioCreative V.
Database J. Biol. Databases Curation, 2016

Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF.
Proceedings of the COLING 2016, 2016

ICRC-DSEDL: A Film Named Entity Discovery and Linking System Based on Knowledge Bases.
Proceedings of the Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data, 2016

An Initial Ingredient Analysis of Drugs Approved by China Food and Drug Administration.
Proceedings of the Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data, 2016

Dependency-based convolutional neural network for drug-drug interaction extraction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

CMedTEX: A Rule-based Temporal Expression Extraction and Normalization System for Chinese Clinical Notes.
Proceedings of the AMIA 2016, 2016

2015
Parsing clinical text: how good are the state-of-the-art parsers?
BMC Medical Informatics Decis. Mak., 2015

A comparison of conditional random fields and structured support vector machines for chemical entity recognition in biomedical literature.
J. Cheminformatics, 2015

The CHEMDNER corpus of chemicals and drugs and its annotation principles.
J. Cheminformatics, 2015

Automatic de-identification of electronic medical records using token-level and character-level conditional random fields.
J. Biomed. Informatics, 2015

An automatic system to identify heart disease risk factors in clinical texts over time.
J. Biomed. Informatics, 2015

Domain adaptation for semantic role labeling of clinical text.
J. Am. Medical Informatics Assoc., 2015

Effects of Semantic Features on Machine Learning-Based Drug Name Recognition Systems: Word Embeddings <i>vs.</i> Manually Constructed Dictionaries.
Inf., 2015

Drug Name Recognition: Approaches and Resources.
Inf., 2015

Feature Engineering for Drug Name Recognition in Biomedical Texts: Feature Conjunction and Feature Selection.
Comput. Math. Methods Medicine, 2015

User Recommendation Based on Network Structure in Social Networks.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Structural Regularity Exploration in Multidimensional Networks.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods.
Proceedings of the AMIA 2015, 2015

Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
Research and applications: A comprehensive study of named entity recognition in Chinese clinical text.
J. Am. Medical Informatics Assoc., 2014

Automatic structural regularities exploration in complex networks.
CoRR, 2014

Identifying Opinion Leaders from Online Comments.
Proceedings of the Social Media Processing - Third National Conference, 2014

UTH_CCB: A report for SemEval 2014 - Task 7 Analysis of Clinical Text.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

Shallow parsing with Hidden Markov Support Vector Machines.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

Domain Adaptation for Semantic Role Labeling of Clinical Text.
Proceedings of the AMIA 2014, 2014

2013
Recognizing clinical entities in hospital discharge summaries using Structural Support Vector Machines with word representation features.
BMC Medical Informatics Decis. Mak., 2013

A hybrid system for temporal information extraction from clinical text.
J. Am. Medical Informatics Assoc., 2013

Analyzing Differences between Chinese and English Clinical Text: A Cross-Institution Comparison of Discharge Summaries in Two Languages.
Proceedings of the MEDINFO 2013, 2013

Evaluation of Vector Space Models for Medical Disorders Information Retrieval.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Clinical Acronym/Abbreviation Normalization using a Hybrid Approach.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Recognizing and Encoding Discorder Concepts in Clinical Text using Machine Learning and Vector Space Model.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
Clinical entity recognition using structural support vector machines with rich features.
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, 2012

Clinical Entity Recognition Using Structural Support Vector Machines.
Proceedings of the AMIA 2012, 2012

Extracting Semantic Lexicons from Discharge Summaries using Machine Learning and the C-Value Method.
Proceedings of the AMIA 2012, 2012

2011
Protein Remote Homology Detection and Fold Recognition based on Features Extracted from Frequency Profiles.
J. Comput., 2011

ICRC_HITSZ at RITE: Leveraging Multiple Classifiers Voting for Textual Entailment Recognition.
Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

Diversifying Question Recommendations in Community-Based Question Answering.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Macro Features Based Text Categorization.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

2010
Reranking for Stacking Ensemble Learning.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

A Cascade Method for Detecting Hedges and their Scope in Natural Language Text.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, 2010

2009
Chinese Word Segmentation Based on Large Margin Methods.
Int. J. Asian Lang. Process., 2009

Prediction of protein binding sites in protein structures using hidden Markov support vector machine.
BMC Bioinform., 2009

A Joint Syntactic and Semantic Dependency Parsing System based on Maximum Entropy Models.
Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task, 2009

Protein Secondary Structure Prediction Using Large Margin Methods.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008
Chunking with Max-Margin Markov Networks.
Proceedings of the 22nd Pacific Asia Conference on Language, Information and Computation, 2008

Chinese Unknown Word Recognition Using Improved Conditional Random Fields.
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008


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