| 2026 | AAAI | CP-Search: A Chain Progressive Search Training Framework Incentivizing the Cognitive Behaviors for Searching in LLMs. | Zehua Wang, Shipeng Li, Buzhou Tang |
| 2026 | ACL | SR-RAG: Verifiable Multi-Hop Reasoning via On-the-fly Symbolic Graph Construction. | Zehua Wang, Zhaojin Zhang, Boyu Qiu, Xiaolong Weng, Ying Xiong, Buzhou Tang, Min Zhang |
| 2026 | ACL | AnchorAlign: A Novel Anchor Alignment-enhanced Generative Method for Joint Named Entity Recognition and Relation Extraction. | Xiaolong Weng, Yuanyun Zhou, Boyu Qiu, Zehua Wang, Ying Xiong, Buzhou Tang |
| 2026 | WWW | CCAF: Coarse-to-fine Cross-Modal Alignment and Fusion for Multimodal Sentiment Analysis. | Xianbing Zhao, Shengzun Yang, Buzhou Tang |
| 2025 | ACL | Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration. | Xianbing Zhao, Yiqing Lyu, Di Wang, Buzhou Tang |
| 2025 | EMNLP | Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales. | Jianzhi Yan, Le Liu, Youcheng Pan, Shiwei Chen, Yang Xiang, Buzhou Tang |
| 2025 | EMNLP | From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement. | Jianzhi Yan, Le Liu, Youcheng Pan, Shiwei Chen, Zike Yuan, Yang Xiang, Buzhou Tang |
| 2024 | EMNLP | Generative Models for Automatic Medical Decision Rule Extraction from Text. | Yuxin He, Buzhou Tang, Xiaoling Wang |
| 2024 | ICLR | ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion. | Shangyu Wu, Ying Xiong, Yufei Cui, Xue Liu, Buzhou Tang, Tei-Wei Kuo, Chun Jason Xue |
| 2024 | PAKDD | Path-Aware Cross-Attention Network for Question Answering. | Ziye Luo, Ying Xiong, Buzhou Tang |
| 2023 | ACL | Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences? | Yuxin He, Jingyue Hu, Buzhou Tang |
| 2023 | EMNLP | BiSPN: Generating Entity Set and Relation Set Coherently in One Pass. | Yuxin He, Buzhou Tang |
| 2023 | EMNLP | 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, Buzhou Tang |
| 2023 | WWW | TMMDA: A New Token Mixup Multimodal Data Augmentation for Multimodal Sentiment Analysis. | Xianbing Zhao, Yixin Chen, Sicen Liu, Xuan Zang, Yang Xiang, Buzhou Tang |
| 2022 | ACL | CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. | Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen |
| 2022 | ECCV | Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search. | Haokui Zhang, Buzhou Tang, Wenze Hu, Xiaoyu Wang |
| 2022 | EMNLP | SetGNER: General Named Entity Recognition as Entity Set Generation. | Yuxin He, Buzhou Tang |
| 2022 | ICASSP | Chinese Spelling Text Generation of Mathematical Formulas. | Su Dong, Shan Liu, Sicen Liu, Buzhou Tang |
| 2022 | ICASSP | MAG+: An Extended Multimodal Adaptation Gate for Multimodal Sentiment Analysis. | Xianbing Zhao, Yixin Chen, Wanting Li, Lei Gao, Buzhou Tang |
| 2021 | ICMI | Semi-supervised Visual Feature Integration for Language Models through Sentence Visualization. | Lisai Zhang, Qingcai Chen, Joanna Siebert, Buzhou Tang |
| 2021 | ICONIP | Multimodal Named Entity Recognition via Co-attention-Based Method with Dynamic Visual Concept Expansion. | Xiaoyu Zhao, Buzhou Tang |
| 2020 | DASFAA | 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 |
| 2019 | AMIA | De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models. | Buzhou Tang, Dehuan Jiang, Qingcai Chen, Xiaolong Wang, Jun Yan, Ying Shen |
| 2018 | COLING | LCQMC: A Large-scale Chinese Question Matching Corpus. | Xin Liu, Qingcai Chen, Chong Deng, Huajun Zeng, Jing Chen, Dongfang Li, Buzhou Tang |
| 2018 | EMNLP | The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification. | Jing Chen, Qingcai Chen, Xin Liu, Haijun Yang, Daohe Lu, Buzhou Tang |
| 2017 | EMNLP | Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings. | Bofang Li, Tao Liu, Zhe Zhao, Buzhou Tang, Aleksandr Drozd, Anna Rogers, Xiaoyong Du |
| 2016 | AMIA | CMedTEX: A Rule-based Temporal Expression Extraction and Normalization System for Chinese Clinical Notes. | Zengjian Liu, Buzhou Tang, Xiaolong Wang, Qingcai Chen, Haodi Li, Junzhao Bu, Jingzhi Jiang, Qiwen Deng, Suisong Zhu |
| 2016 | COLING | Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF. | Yang Xiang, Xiaoqiang Zhou, Qingcai Chen, Zhihui Zheng, Buzhou Tang, Xiaolong Wang, Yang Qin |
| 2015 | ACL | Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering. | Xiaoqiang Zhou, Baotian Hu, Qingcai Chen, Buzhou Tang, Xiaolong Wang |
| 2015 | AMIA | Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods. | Buzhou Tang, Qingcai Chen, Xiaolong Wang, Yonghui Wu, Yaoyun Zhang, Jingqi Wang, Hua Xu |
| 2015 | ICONIP | Structural Regularity Exploration in Multidimensional Networks. | Yi Chen, Xiaolong Wang, Buzhou Tang, Junzhao Bu, Qingcai Chen, Xin Xiang |
| 2015 | ICONIP | User Recommendation Based on Network Structure in Social Networks. | Yi Chen, Xiaolong Wang, Buzhou Tang, Junzhao Bu, Xin Xiang |
| 2014 | AMIA | Domain Adaptation for Semantic Role Labeling of Clinical Text. | Yaoyun Zhang, Buzhou Tang, Min Jiang, Jingqi Wang, Yonghui Wu, Hua Xu |
| 2014 | CIKM | Parsing Clinical Text: How Good are the State-of-the-Art Parsers? | Min Jiang, Yang Huang, Jungwei Fan, Buzhou Tang, Joshua C. Denny, Hua Xu |
| 2014 | ICMLC | Shallow parsing with Hidden Markov Support Vector Machines. | Shixi Fan, Lidan Chen, Xuan Wang, Buzhou Tang |
| 2012 | AMIA | Extracting Semantic Lexicons from Discharge Summaries using Machine Learning and the C-Value Method. | Min Jiang, Joshua C. Denny, Buzhou Tang, Hongxin Cao, Hua Xu |
| 2012 | AMIA | Clinical Entity Recognition Using Structural Support Vector Machines. | Buzhou Tang, Yonghui Wu, Min Jiang, Hua Xu |
| 2012 | CIKM | Clinical entity recognition using structural support vector machines with rich features. | Buzhou Tang, Hongxin Cao, Yonghui Wu, Min Jiang, Hua Xu |
| 2011 | ICONIP | Macro Features Based Text Categorization. | Dandan Wang, Qingcai Chen, Xiaolong Wang, Buzhou Tang |
| 2011 | ICONIP | Diversifying Question Recommendations in Community-Based Question Answering. | Yaoyun Zhang, Xiaolong Wang, Xuan Wang, Ruifeng Xu, Buzhou Tang |
| 2010 | CoNLL | A Cascade Method for Detecting Hedges and their Scope in Natural Language Text. | Buzhou Tang, Xiaolong Wang, Xuan Wang, Bo Yuan, Shixi Fan |
| 2010 | ICONIP | Reranking for Stacking Ensemble Learning. | Buzhou Tang, Qingcai Chen, Xuan Wang, Xiaolong Wang |
| 2009 | CoNLL | A Joint Syntactic and Semantic Dependency Parsing System based on Maximum Entropy Models. | Buzhou Tang, Lu Li, Xinxin Li, Xuan Wang, Xiaolong Wang |
| 2008 | ISDA | Chinese Unknown Word Recognition Using Improved Conditional Random Fields. | Yisu Xu, Xuan Wang, Buzhou Tang, Xiaolong Wang |
| 2008 | PACLIC | Chunking with Max-Margin Markov Networks. | Buzhou Tang, Xuan Wang, Xiaolong Wang |