Chinese Unknown Word Recognition Using Improved Conditional Random Fields. - Yisu Xu; Xuan Wang 002; Buzhou Tang; Xiaolong Wang 001 (ISDA (2), 2008)

Chunking with Max-Margin Markov Networks. - Buzhou Tang; Xuan Wang 002; Xiaolong Wang 001 (PACLIC, 2008)

Protein Secondary Structure Prediction Using Large Margin Methods. - Buzhou Tang; Xuan Wang 002; Xiaolong Wang 001 (ACIS-ICIS, 2009)

A Joint Syntactic and Semantic Dependency Parsing System based on Maximum Entropy Models. - Buzhou Tang; Lu Li; Xinxin Li; Xuan Wang 002; Xiaolong Wang 001 (CoNLL Shared Task, 2009)

Prediction of protein binding sites in protein structures using hidden Markov support vector machine. - Bin Liu 014; Xiaolong Wang 001; Lei Lin 001; Buzhou Tang; Qiwen Dong; Xuan Wang 002 (BMC Bioinform., 2009)

Chinese Word Segmentation Based on Large Margin Methods. - Buzhou Tang; Xuan Wang 002; Xiaohong Wang (Int. J. Asian Lang. Process., 2009)

A Cascade Method for Detecting Hedges and their Scope in Natural Language Text. - Buzhou Tang; Xiaolong Wang 001; Xuan Wang 002; Bo Yuan; Shixi Fan (CoNLL Shared Task, 2010)

Reranking for Stacking Ensemble Learning. - Buzhou Tang; Qingcai Chen; Xuan Wang 002; Xiaolong Wang 001 (ICONIP (1), 2010)

Macro Features Based Text Categorization. - Dandan Wang; Qingcai Chen; Xiaolong Wang 001; Buzhou Tang (ICONIP (2), 2011)

Diversifying Question Recommendations in Community-Based Question Answering. - Yaoyun Zhang; Xiaolong Wang 001; Xuan Wang 002; Ruifeng Xu 001; Buzhou Tang (ICONIP (3), 2011)

ICRC_HITSZ at RITE: Leveraging Multiple Classifiers Voting for Textual Entailment Recognition. - Yaoyun Zhang; Jun Xu 007; Chenlong Liu; Xiaolong Wang 001; Ruifeng Xu 001; Qingcai Chen; Xuan Wang 002; Yongshuai Hou; Buzhou Tang (NTCIR, 2011)

Protein Remote Homology Detection and Fold Recognition based on Features Extracted from Frequency Profiles. - Lei Lin 001; Bin Liu 014; Xiaolong Wang 001; Xuan Wang 002; Buzhou Tang (J. Comput., 2011)

Extracting Semantic Lexicons from Discharge Summaries using Machine Learning and the C-Value Method. - Min Jiang 007; Joshua C. Denny; Buzhou Tang; Hongxin Cao; Hua Xu 001 (AMIA, 2012)

Clinical Entity Recognition Using Structural Support Vector Machines. - Buzhou Tang; Yonghui Wu; Min Jiang 007; Hua Xu 001 (AMIA, 2012)

Clinical entity recognition using structural support vector machines with rich features. - Buzhou Tang; Hongxin Cao; Yonghui Wu; Min Jiang 007; Hua Xu 001 (DTMBIO@CIKM, 2012)

Recognizing and Encoding Discorder Concepts in Clinical Text using Machine Learning and Vector Space Model. - Buzhou Tang; Yonghui Wu; Min Jiang 007; Joshua C. Denny; Hua Xu 001 (CLEF (Working Notes), 2013)

Clinical Acronym/Abbreviation Normalization using a Hybrid Approach. - Yonghui Wu; Buzhou Tang; Min Jiang 007; Sungrim Moon; Joshua C. Denny; Hua Xu 001 (CLEF (Working Notes), 2013)

Evaluation of Vector Space Models for Medical Disorders Information Retrieval. - Yaoyun Zhang; Trevor Cohen; Min Jiang 007; Buzhou Tang; Hua Xu 001 (CLEF (Working Notes), 2013)

Analyzing Differences between Chinese and English Clinical Text: A Cross-Institution Comparison of Discharge Summaries in Two Languages. - Yonghui Wu; Jianbo Lei; Wei-Qi Wei; Buzhou Tang; Joshua C. Denny; S. Trent Rosenbloom; Randolph A. Miller; Dario A. Giuse; Kai Zheng 002; Hua Xu 001 (MedInfo, 2013)

A hybrid system for temporal information extraction from clinical text. - Buzhou Tang; Yonghui Wu; Min Jiang 007; Yukun Chen 001; Joshua C. Denny; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2013)

Recognizing clinical entities in hospital discharge summaries using Structural Support Vector Machines with word representation features. - Buzhou Tang; Hongxin Cao; Yonghui Wu; Min Jiang 007; Hua Xu 001 (BMC Medical Informatics Decis. Mak., 2013)

Domain Adaptation for Semantic Role Labeling of Clinical Text. - Yaoyun Zhang; Buzhou Tang; Min Jiang 007; Jingqi Wang; Yonghui Wu; Hua Xu 001 (AMIA, 2014)

Shallow parsing with Hidden Markov Support Vector Machines. - Shixi Fan; Lidan Chen; Xuan Wang 002; Buzhou Tang (ICMLC, 2014)

UTH_CCB: A report for SemEval 2014 - Task 7 Analysis of Clinical Text. - Yaoyun Zhang; Jingqi Wang; Buzhou Tang; Yonghui Wu; Min Jiang 007; Yukun Chen 001; Hua Xu 001 (SemEval@COLING, 2014)

Identifying Opinion Leaders from Online Comments. - Yi Chen 019; Xiaolong Wang 001; Buzhou Tang; Ruifeng Xu 001; Bo Yuan; Xin Xiang; Junzhao Bu (SMP, 2014)

Automatic structural regularities exploration in complex networks. - Yi Chen 019; Xiaolong Wang 001; Bo Yuan; Buzhou Tang (CoRR, 2014)

Research and applications: A comprehensive study of named entity recognition in Chinese clinical text. - Jianbo Lei; Buzhou Tang; Xueqin Lu; Kaihua Gao; Min Jiang 007; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2014)

Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering. - Xiaoqiang Zhou; Baotian Hu; Qingcai Chen; Buzhou Tang; Xiaolong Wang 001 (ACL (2), 2015)

Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods. - Buzhou Tang; Qingcai Chen; Xiaolong Wang 001; Yonghui Wu; Yaoyun Zhang; Jingqi Wang; Hua Xu 001 (AMIA, 2015)

Structural Regularity Exploration in Multidimensional Networks. - Yi Chen 019; Xiaolong Wang 001; Buzhou Tang; Junzhao Bu; Qingcai Chen; Xin Xiang (ICONIP (3), 2015)

User Recommendation Based on Network Structure in Social Networks. - Yi Chen 019; Xiaolong Wang 001; Buzhou Tang; Junzhao Bu; Xin Xiang (ICONIP (3), 2015)

Feature Engineering for Drug Name Recognition in Biomedical Texts: Feature Conjunction and Feature Selection. - Shengyu Liu; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001; Xiaoming Fan (Comput. Math. Methods Medicine, 2015)

Drug Name Recognition: Approaches and Resources. - Shengyu Liu; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001 (Inf., 2015)

Effects of Semantic Features on Machine Learning-Based Drug Name Recognition Systems: Word Embeddings vs. Manually Constructed Dictionaries. - Shengyu Liu; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001 (Inf., 2015)

Domain adaptation for semantic role labeling of clinical text. - Yaoyun Zhang; Buzhou Tang; Min Jiang 007; Jingqi Wang; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2015)

An automatic system to identify heart disease risk factors in clinical texts over time. - Qingcai Chen; Haodi Li; Buzhou Tang; Xiaolong Wang 001; Xin Liu 054; Zengjian Liu; Shu Liu; Weida Wang; Qiwen Deng; Suisong Zhu; Yangxin Chen; Jingfeng Wang (J. Biomed. Informatics, 2015)

Automatic de-identification of electronic medical records using token-level and character-level conditional random fields. - Zengjian Liu; Yangxin Chen; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Haodi Li; Jingfeng Wang; Qiwen Deng; Suisong Zhu (J. Biomed. Informatics, 2015)

The CHEMDNER corpus of chemicals and drugs and its annotation principles. - Martin Krallinger; Obdulia Rabal; Florian Leitner; Miguel Vazquez; David Salgado; Zhiyong Lu; Robert Leaman; Yanan Lu; Donghong Ji; Daniel M. Lowe; Roger A. Sayle; Riza Theresa Batista-Navarro; et al. (J. Cheminformatics, 2015)

A comparison of conditional random fields and structured support vector machines for chemical entity recognition in biomedical literature. - Buzhou Tang; Yudong Feng; Xiaolong Wang 001; Yonghui Wu; Yaoyun Zhang; Min Jiang 007; Jingqi Wang; Hua Xu 001 (J. Cheminformatics, 2015)

Parsing clinical text: how good are the state-of-the-art parsers? - Min Jiang 007; Yang Huang 008; Jungwei Fan 001; Buzhou Tang; Joshua C. Denny; Hua Xu 001 (BMC Medical Informatics Decis. Mak., 2015)

CMedTEX: A Rule-based Temporal Expression Extraction and Normalization System for Chinese Clinical Notes. - Zengjian Liu; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Haodi Li; Junzhao Bu; Jingzhi Jiang; Qiwen Deng; Suisong Zhu (AMIA, 2016)

Dependency-based convolutional neural network for drug-drug interaction extraction. - Shengyu Liu; Kai Chen; Qingcai Chen; Buzhou Tang (BIBM, 2016)

An Initial Ingredient Analysis of Drugs Approved by China Food and Drug Administration. - Haodi Li; Qingcai Chen; Buzhou Tang; Dong Huang; Xiaolong Wang 001; Zengjian Liu (CCKS, 2016)

ICRC-DSEDL: A Film Named Entity Discovery and Linking System Based on Knowledge Bases. - Yahui Zhao; Haodi Li; Qingcai Chen; Jianglu Hu; Guangpeng Zhang; Dong Huang; Buzhou Tang (CCKS, 2016)

Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF. - Yang Xiang 003; Xiaoqiang Zhou; Qingcai Chen; Zhihui Zheng; Buzhou Tang; Xiaolong Wang 001; Yang Qin 001 (COLING, 2016)

HITSZ_CDR: an end-to-end chemical and disease relation extraction system for BioCreative V. - Haodi Li; Buzhou Tang; Qingcai Chen; Kai Chen; Xiaolong Wang 001; Baohua Wang; Zhe Wang 007 (Database J. Biol. Databases Curation, 2016)

Drug-Drug Interaction Extraction via Convolutional Neural Networks. - Shengyu Liu; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001 (Comput. Math. Methods Medicine, 2016)

A novel word embedding learning model using the dissociation between nouns and verbs. - Baotian Hu; Buzhou Tang; Qingcai Chen; Longbiao Kang (Neurocomputing, 2016)

Chemical-induced disease extraction via convolutional neural networks with attention. - Haodi Li; Qingcai Chen; Buzhou Tang; Xiaolong Wang 001 (BIBM, 2017)

Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings. - Bofang Li; Tao Liu 001; Zhe Zhao 006; Buzhou Tang; Aleksandr Drozd; Anna Rogers; Xiaoyong Du 001 (EMNLP, 2017)

CNN-based ranking for biomedical entity normalization. - Haodi Li; Qingcai Chen; Buzhou Tang; Xiaolong Wang 001; Hua Xu 001; Baohua Wang; Dong Huang (BMC Bioinform., 2017)

Identifying High Quality Document-Summary Pairs through Text Matching. - Yongshuai Hou; Yang Xiang 003; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001; Fangze Zhu (Inf., 2017)

Entity recognition from clinical texts via recurrent neural network. - Zengjian Liu; Ming Yang; Xiaolong Wang 001; Qingcai Chen; Buzhou Tang; Zhe Wang 007; Hua Xu 001 (BMC Medical Informatics Decis. Mak., 2017)

Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning. - Ying Shen 001; Kaiqi Yuan; Yaliang Li; Buzhou Tang; Min Yang 007; Nan Du 001; Kai Lei (BIBM, 2018)

LCQMC: A Large-scale Chinese Question Matching Corpus. - Xin Liu 054; Qingcai Chen; Chong Deng; Huajun Zeng; Jing Chen; Dongfang Li 002; Buzhou Tang (COLING, 2018)

The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification. - Jing Chen; Qingcai Chen; Xin Liu 054; Haijun Yang; Daohe Lu; Buzhou Tang (EMNLP, 2018)

Chinese Clinical Entity Recognition via Attention-Based CNN-LSTM-CRF. - Zengjian Liu; Xiaolong Wang 001; Qingcai Chen; Buzhou Tang (ICHI Workshops, 2018)

EAPB: entropy-aware path-based metric for ontology quality. - Ying Shen 001; Daoyuan Chen; Buzhou Tang; Min Yang 007; Kai Lei (J. Biomed. Semant., 2018)

CBN: Constructing a clinical Bayesian network based on data from the electronic medical record. - Ying Shen 001; Lizhu Zhang; Jin Zhang; Min Yang 007; Buzhou Tang; Yaliang Li; Kai Lei (J. Biomed. Informatics, 2018)

Chemical-induced disease extraction via recurrent piecewise convolutional neural networks. - Haodi Li; Ming Yang; Qingcai Chen; Buzhou Tang; Xiaolong Wang 001; Jun Yan 010 (BMC Medical Informatics Decis. Mak., 2018)

Structural regularity exploration in multidimensional networks via Bayesian inference. - Yi Chen 019; Xiaolong Wang 001; Buzhou Tang (Neural Comput. Appl., 2018)

Recognizing Continuous and Discontinuous Adverse Drug Reaction Mentions from Social Media Using LSTM-CRF. - Buzhou Tang; Jianglu Hu; Xiaolong Wang 001; Qingcai Chen (Wirel. Commun. Mob. Comput., 2018)

Named Entity Recognition in Clinical Text Based on Capsule-LSTM for Privacy Protection. - Changjian Liu; Jiaming Li 004; Yuhan Liu; Jiachen Du; Buzhou Tang; Ruifeng Xu 001 (AIMS, 2019)

De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models. - Buzhou Tang; Dehuan Jiang; Qingcai Chen; Xiaolong Wang 001; Jun Yan 010; Ying Shen 001 (AMIA, 2019)

A Study on Automatic Generation of Chinese Discharge Summary. - Ying Xiong; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001; Jun Yan 010 (BIBM, 2019)

Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning. - Dongfang Li 002; Ying Xiong; Baotian Hu; Hanyang Du; Buzhou Tang; Qingcai Chen (BioNLP-OST@EMNLP-IJNCLP, 2019)

A Deep Learning-Based System for PharmaCoNER. - Ying Xiong; Yedan Shen; Yuanhang Huang; Shuai Chen; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010; Yi Zhou 005 (BioNLP-OST@EMNLP-IJNCLP, 2019)

Assessing depression risk in Chinese microblogs: a corpus and machine learning methods. - Xiaofeng Wang; Shuai Chen; Tao Li; Wanting Li; Yejie Zhou; Jie Zheng; Yaoyun Zhang; Buzhou Tang (ICHI, 2019)

Multi-strategies Method for Cold-Start Stage Question Matching of rQA Task. - Dongfang Li 002; Qingcai Chen; Songjian Chen; Xin Liu 054; Buzhou Tang; Ben Tan (NLPCC (1), 2019)

A Deep Learning-Based System for the MEDDOCAN Task. - Dehuan Jiang; Yedan Shen; Shuai Chen; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Ruifeng Xu 001; Jun Yan 010; Yi Zhou 005 (IberLEF@SEPLN, 2019)

HITSZ-ICRC: A Report for SMM4H Shared Task 2019-Automatic Classification and Extraction of Adverse Effect Mentions in Tweets. - Shuai Chen; Yuanhang Huang; Xiaowei Huang; Haoming Qin; Jun Yan 010; Buzhou Tang (SMM4H@ACL, 2019)

Enhancing ontology-driven diagnostic reasoning with a symptom-dependency-aware Naïve Bayes classifier. - Ying Shen 001; Yaliang Li; Hai-Tao Zheng 002; Buzhou Tang; Min Yang 007 (BMC Bioinform., 2019)

PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data. - Linfeng Li; Peng Wang; Yao Wang 015; Jinpeng Jiang; Buzhou Tang; Jun Yan 010; Shenghui Wang 003; Yuting Liu 002 (CoRR, 2019)

Integrate Image Representation to Text Model on Sentence Level: a Semi-supervised Framework. - Lisai Zhang; Qingcai Chen; Dongfang Li 002; Buzhou Tang (CoRR, 2019)

Extracting entities with attributes in clinical text via joint deep learning. - Xue Shi; Yingping Yi; Ying Xiong; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001; Zongcheng Ji; Yaoyun Zhang; Hua Xu 001 (J. Am. Medical Informatics Assoc., 2019)

Cohort selection for clinical trials using hierarchical neural network. - Ying Xiong; Xue Shi; Shuai Chen; Dehuan Jiang; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010 (J. Am. Medical Informatics Assoc., 2019)

KMR: knowledge-oriented medicine representation learning for drug-drug interaction and similarity computation. - Ying Shen 001; Kaiqi Yuan; Min Yang 007; Buzhou Tang; Yaliang Li; Nan Du 001; Kai Lei (J. Cheminformatics, 2019)

KGDDS: A System for Drug-Drug Similarity Measure in Therapeutic Substitution based on Knowledge Graph Curation. - Ying Shen 001; Kaiqi Yuan; Jingchao Dai; Buzhou Tang; Min Yang 007; Kai Lei (J. Medical Syst., 2019)

Temporal indexing of medical entity in Chinese clinical notes. - Zengjian Liu; Xiaolong Wang 001; Qingcai Chen; Buzhou Tang; Hua Xu 001 (BMC Medical Informatics Decis. Mak., 2019)

Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF. - Buzhou Tang; Xiaolong Wang 001; Jun Yan 010; Qingcai Chen (BMC Medical Informatics Decis. Mak., 2019)

A fine-grained Chinese word segmentation and part-of-speech tagging corpus for clinical text. - Ying Xiong; Zhongmin Wang; Dehuan Jiang; Xiaolong Wang 001; Qingcai Chen; Hua Xu 001; Jun Yan 010; Buzhou Tang (BMC Medical Informatics Decis. Mak., 2019)

Family history information extraction via deep joint learning. - Xue Shi; Dehuan Jiang; Yuanhang Huang; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010; Buzhou Tang (BMC Medical Informatics Decis. Mak., 2019)

KEoG: A knowledge-aware edge-oriented graph neural network for document-level relation extraction. - Tao Li; Weihua Peng; Qingcai Chen; Xiaolong Wang 001; Buzhou Tang (BIBM, 2020)

Cross-Lingual Transfer Learning for Medical Named Entity Recognition. - Pengjie Ding; Lei Wang; Yaobo Liang; Wei Lu; Linfeng Li; Chun Wang; Buzhou Tang; Jun Yan 010 (DASFAA (1), 2020)

A Joint Model for Medical Named Entity Recognition and Normalization. - Ying Xiong; Yuanhang Huang; Qingcai Chen; Xiaolong Wang 001; Yuan Nic; Buzhou Tang (IberLEF@SEPLN, 2020)

HITSZ-ICRC: A Report for SMM4H Shared Task 2020-Automatic Classification of Medications and Adverse Effect in Tweets. - Xiaoyu Zhao; Ying Xiong; Buzhou Tang (SMM4H@COLING, 2020)

Real-world data medical knowledge graph: construction and applications. - Linfeng Li; Peng Wang; Jun Yan 010; Yao Wang 015; Simin Li; Jinpeng Jiang; Zhe Sun; Buzhou Tang; Tsung-Hui Chang; Shenghui Wang 003; Yuting Liu 002 (Artif. Intell. Medicine, 2020)

Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA. - Xianpei Han; Zhichun Wang; Jiangtao Zhang; Qinghua Wen; Wenqi Li; Buzhou Tang; Qi Wang; Zhifan Feng; Yang Zhang; Yajuan Lu; Haitao Wang 019; Wenliang Chen; et al. (CoRR, 2020)

A Labeling Method for Financial Time Series Prediction Based on Trends. - Dingming Wu 004; Xiaolong Wang 001; Jingyong Su; Buzhou Tang; Shaocong Wu (Entropy, 2020)

A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction. - Sicen Liu; Tao Liu 001; Haoyang Ding; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010; Yi Zhou 005 (Int. J. Mach. Learn. Cybern., 2020)

Gated Semantic Difference Based Sentence Semantic Equivalence Identification. - Xin Liu 054; Qingcai Chen; Xiangping Wu 001; Yang Hua 004; Jing Chen; Dongfang Li 002; Buzhou Tang; Xiaolong Wang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity. - Ying Xiong; Shuai Chen; Haoming Qin; He Cao; Yedan Shen; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010; Buzhou Tang (BMC Medical Informatics Decis. Mak., 2020)

A Deep Transfer Learning Method for Medical Question Matching. - Yedan Shen; Xiaowei Huang; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Yuan Ni (ICHI, 2021)

Semi-supervised Visual Feature Integration for Language Models through Sentence Visualization. - Lisai Zhang; Qingcai Chen; Joanna Siebert; Buzhou Tang (ICMI, 2021)

Multimodal Named Entity Recognition via Co-attention-Based Method with Dynamic Visual Concept Expansion. - Xiaoyu Zhao; Buzhou Tang (ICONIP (1), 2021)

Improving deep learning method for biomedical named entity recognition by using entity definition information. - Ying Xiong; Shuai Chen; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001; Jun Yan 010; Yi Zhou 005 (BMC Bioinform., 2021)

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. - Ningyu Zhang 001; Zhen Bi; Xiaozhuan Liang; Lei Li 040; Xiang Chen 016; Shumin Deng; Luoqiu Li; Hongbin Ye; Xin Shang; Kangping Yin; Chuanqi Tan; Jian Xu; et al. (CoRR, 2021)

Learnable Compression Network with Transformer for Approximate Nearest Neighbor Search. - Haokui Zhang; Wenze Hu; Xiaoyu Wang 002; Buzhou Tang (CoRR, 2021)

Decomposing word embedding with the capsule network. - Xin Liu 054; Qingcai Chen; Yan Liu 004; Joanna Siebert; Baotian Hu; Xiangping Wu 001; Buzhou Tang (Knowl. Based Syst., 2021)

Drug knowledge discovery via multi-task learning and pre-trained models. - Dongfang Li 002; Ying Xiong; Baotian Hu; Buzhou Tang; Weihua Peng; Qingcai Chen (BMC Medical Informatics Decis. Mak., 2021)

Document-level medical relation extraction via edge-oriented graph neural network based on document structure and external knowledge. - Tao Li; Ying Xiong; Xiaolong Wang 001; Qingcai Chen; Buzhou Tang (BMC Medical Informatics Decis. Mak., 2021)

CapsTM: capsule network for Chinese medical text matching. - Xiaoming Yu; Yedan Shen; Yuan Ni; Xiaowei Huang; Xiaolong Wang 001; Qingcai Chen; Buzhou Tang (BMC Medical Informatics Decis. Mak., 2021)

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. - Ningyu Zhang 001; Mosha Chen; Zhen Bi; Xiaozhuan Liang; Lei Li 040; Xin Shang; Kangping Yin; Chuanqi Tan; Jian Xu; Fei Huang 002; Luo Si; Yuan Ni; et al. (ACL (1), 2022)

S3 AAL: Support Set Selection based on Adversarial Active Learning for Medical Few-Shot Relation Extraction. - Qingyao Li; Hui Xu; Hui Wang; Buzhou Tang (BIBM, 2022)

Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search. - Haokui Zhang; Buzhou Tang; Wenze Hu; Xiaoyu Wang 002 (ECCV (14), 2022)

SetGNER: General Named Entity Recognition as Entity Set Generation. - Yuxin He; Buzhou Tang (EMNLP, 2022)

Chinese Spelling Text Generation of Mathematical Formulas. - Su Dong; Shan Liu; Sicen Liu; Buzhou Tang (ICASSP, 2022)

MAG+: An Extended Multimodal Adaptation Gate for Multimodal Sentiment Analysis. - Xianbing Zhao; Yixin Chen; Wanting Li; Lei Gao 007; Buzhou Tang (ICASSP, 2022)

HMAI-BERT: Hierarchical Multimodal Alignment and Interaction Network-Enhanced BERT for Multimodal Sentiment Analysis. - Xianbing Zhao; Yixin Chen; Yiting Chen 010; Sicen Liu; Buzhou Tang (ICME, 2022)

Boosting lesion annotation via aggregating explicit relations in external medical knowledge graph. - Yixin Chen; Xianbing Zhao; Buzhou Tang (Artif. Intell. Medicine, 2022)

CATNet: Cross-event attention-based time-aware network for medical event prediction. - Sicen Liu; Xiaolong Wang 001; Yang Xiang 003; Hui Xu; Hui Wang; Buzhou Tang (Artif. Intell. Medicine, 2022)

Biomedical relation extraction via knowledge-enhanced reading comprehension. - Jing Chen; Baotian Hu; Weihua Peng; Qingcai Chen; Buzhou Tang (BMC Bioinform., 2022)

Two heads are better than one: Enhancing medical representations by pre-training over structured and unstructured electronic health records. - Sicen Liu; Xiaolong Wang 001; Yongshuai Hou; Ge Li 002; Hui Wang; Hui Xu; Yang Xiang 003; Buzhou Tang (CoRR, 2022)

Multi-channel fusion LSTM for medical event prediction using EHRs. - Sicen Liu; Xiaolong Wang 001; Yang Xiang 003; Hui Xu; Hui Wang; Buzhou Tang (J. Biomed. Informatics, 2022)

Biomedical named entity normalization via interaction-based synonym marginalization. - Hao Peng; Ying Xiong; Yang Xiang 003; Hui Wang; Hui Xu; Buzhou Tang (J. Biomed. Informatics, 2022)

Leveraging Multi-source knowledge for Chinese clinical named entity recognition via relational graph convolutional network. - Ying Xiong; Hao Peng; Yang Xiang 003; Ka-Chun Wong; Qingcai Chen; Jun Yan 010; Buzhou Tang (J. Biomed. Informatics, 2022)

A Unified Machine Reading Comprehension Framework for Cohort Selection. - Ying Xiong; Weihua Peng; Qingcai Chen; Zhengxing Huang; Buzhou Tang (IEEE J. Biomed. Health Informatics, 2022)

Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences? - Yuxin He; Jingyue Hu; Buzhou Tang (ACL (1), 2023)

E-HMFNet: A Knowledge-Enhanced Hierarchical Molecular Representation Fusion Network for Drug Recommendation. - Junjie Zhang; Xuan Zang; Hao Chen; Buzhou Tang (BIBM, 2023)

BiSPN: Generating Entity Set and Relation Set Coherently in One Pass. - Yuxin He; Buzhou Tang (EMNLP (Findings), 2023)

EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation. - Ying Xiong; Xin Yang; Linjing Liu; Ka-Chun Wong; Qingcai Chen; Yang Xiang 003; Buzhou Tang (EMNLP (Findings), 2023)

TMMDA: A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis. - Xianbing Zhao; Yixin Chen; Sicen Liu; Xuan Zang; Yang Xiang 003; Buzhou Tang (WWW, 2023)

PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain. - Wei Zhu 016; Xiaoling Wang 004; Huanran Zheng; Mosha Chen; Buzhou Tang (CoRR, 2023)

Overview of the PromptCBLUE Shared Task in CHIP2023. - Wei Zhu 016; Xiaoling Wang 004; Mosha Chen; Buzhou Tang (CoRR, 2023)

Shared-Private Memory Networks For Multimodal Sentiment Analysis. - Xianbing Zhao; Yinxin Chen; Sicen Liu; Buzhou Tang (IEEE Trans. Affect. Comput., 2023)

Multimodal Data Matters: Language Model Pre-Training Over Structured and Unstructured Electronic Health Records. - Sicen Liu; Xiaolong Wang 001; Yongshuai Hou; Ge Li 002; Hui Wang; Hui Xu; Yang Xiang 003; Buzhou Tang (IEEE J. Biomed. Health Informatics, 2023)

Improving Generative Adversarial Network-based Vocoding through Multi-scale Convolution. - Wanting Li; Yiting Chen 010; Buzhou Tang (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Self-supervised Dynamic Graph Embedding with evolutionary neighborhood and community. - Xuan Zang; Buzhou Tang (Expert Syst. Appl., 2023)

SHAPE: A Sample-Adaptive Hierarchical Prediction Network for Medication Recommendation. - Sicen Liu; Xiaolong Wang 001; Jingcheng Du; Yongshuai Hou; Xianbing Zhao; Hui Xu; Hui Wang; Yang Xiang 003; Buzhou Tang (IEEE J. Biomed. Health Informatics, 2023)

Bidirectional Multimodal Block-Recurrent Transformers for Depression Detection. - Xiangyu Jia; Xianbing Zhao; Buzhou Tang; Ronghuan Jiang (BIBM, 2024)

Generative Models for Automatic Medical Decision Rule Extraction from Text. - Yuxin He; Buzhou Tang; Xiaoling Wang 004 (EMNLP, 2024)

ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. - Shangyu Wu; Ying Xiong; Yufei Cui; Xue Liu 001; Buzhou Tang; Tei-Wei Kuo; Chun Jason Xue (ICLR, 2024)

Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis. - Xianbing Zhao; Lizhen Qu; Tao Feng 013; Jianfei Cai 001; Buzhou Tang (ACM Multimedia, 2024)

Trilinear Distillation Learning and Question Feature Capturing for Medical Visual Question Answering. - Shaopei Long; Yong Li; Heng Weng; Buzhou Tang; Fu Lee Wang; Tianyong Hao (NCAA (3), 2024)

Path-Aware Cross-Attention Network for Question Answering. - Ziye Luo; Ying Xiong; Buzhou Tang (PAKDD (2), 2024)

TSOANet: Time-Sensitive Orthogonal Attention Network for medical event prediction. - Hao Chen; Junjie Zhang; Yang Xiang 003; Shengye Lu; Buzhou Tang (Artif. Intell. Medicine, 2024)

Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. - Shangyu Wu; Ying Xiong; Yufei Cui; Xue Liu 001; Buzhou Tang; Tei-Wei Kuo; Chun Jason Xue (CoRR, 2024)

Toward Robust Multimodal Learning using Multimodal Foundational Models. - Xianbing Zhao; Soujanya Poria; Xuejiao Li; Yixin Chen; Buzhou Tang (CoRR, 2024)

Advancing Biomedical Text Mining with Community Challenges. - Hui Zong; Rongrong Wu; Jiaxue Cha; Erman Wu; Jiakun Li; Liang Tao; Zuofeng Li; Buzhou Tang; Bairong Shen (CoRR, 2024)

CMBEE: A constraint-based multi-task learning framework for biomedical event extraction. - Jingyue Hu; Buzhou Tang; Nan Lyu; Yuxin He; Ying Xiong (J. Biomed. Informatics, 2024)

Advancing Chinese biomedical text mining with community challenges. - Hui Zong; Rongrong Wu; Jiaxue Cha; Weizhe Feng; Erman Wu; Jiakun Li; Aibin Shao; Liang Tao; Zuofeng Li; Buzhou Tang; Bairong Shen (J. Biomed. Informatics, 2024)

MRMI-TTS: Multi-Reference Audios and Mutual Information Driven Zero-Shot Voice Cloning. - Yi Ting Chen 010; Wanting Li; Buzhou Tang (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

3-D Brain Reconstruction by Hierarchical Shape-Perception Network From a Single Incomplete Image. - Bowen Hu; Choujun Zhan; Buzhou Tang; Bingchuan Wang; Baiying Lei; Shuqiang Wang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Self-Supervised Pre-Training via Multi-View Graph Information Bottleneck for Molecular Property Prediction. - Xuan Zang; Junjie Zhang; Buzhou Tang (IEEE J. Biomed. Health Informatics, 2024)

Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration. - Xianbing Zhao; Yiqing Lyu; Di Wang; Buzhou Tang (ACL (Findings), 2025)

Toward Robust Multimodal Sentiment Analysis using multimodal foundational models. - Xianbing Zhao; Soujanya Poria; Xuejiao Li; Yixin Chen; Buzhou Tang (Expert Syst. Appl., 2025)

Resolving multimodal ambiguity via knowledge-injection and ambiguity learning for multimodal sentiment analysis. - Xianbing Zhao; Xuejiao Li; Ronghuan Jiang; Buzhou Tang (Inf. Fusion, 2025)

Decoupled cross-attribute correlation network for multimodal sentiment analysis. - Xianbing Zhao; Xuejiao Li; Ronghuan Jiang; Buzhou Tang (Inf. Fusion, 2025)

Contextual information contributes to biomedical named entity normalization. - Gengxin Luo; Nannan Shi; Gang Wang; Buzhou Tang (J. Biomed. Informatics, 2025)

Self-Supervised Molecular Representation Learning With Topology and Geometry. - Xuan Zang; Junjie Zhang; Buzhou Tang (IEEE J. Biomed. Health Informatics, 2025)

Revisiting Drug Recommendation From a Causal Perspective. - Junjie Zhang; Xuan Zang; Hao Chen; Xiaowei Yan; Buzhou Tang (IEEE J. Biomed. Health Informatics, 2025)

Towards Multimodal Sentiment Analysis via Contrastive Cross-modal Retrieval Augmentation and Hierachical Prompts. - Xianbing Zhao; Shengzun Yang; Buzhou Tang; Ronghuan Jiang (CoRR, 2025)

Molecular representation learning via multimodal fusion and decoupling. - Xuan Zang; Junjie Zhang; Buzhou Tang (Inf. Fusion, 2026)