| 2026 | ACL | GuideTree: Guideline-Induced Review Trees for Long Medical Records. | Chengze Ge, Ruiqing Zhang, Yining Wang, Shengping Liu, Jiaen Liang, Weihuang, Weihua Chen |
| 2026 | ACL | VAPO: End-to-end Slide-Enhanced Speech Recognition with Omni-modal Large Language Models. | Rui Hu, Delai Qiu, Yining Wang, Shengping Liu, Jitao Sang |
| 2026 | ACL | FocalOrder: Focal Preference Optimization for Reading Order Detection. | Fuyuan Liu, Dianyu Yu, He Ren, Nayu Liu, Xiaomian Kang, Delai Qiu, Fa Zhang, Genpeng Zhen, Shengping Liu, Jiaen Liang, Wei Huang, Yining Wang, Junnan Zhu |
| 2026 | ACL | Beyond Modality Collapse: Taming Guided Modality Entropy for Omni-modal Emotion Reasoning. | Xian Zhao, Rui Hu, Yuxiang Zhang, Delai Qiu, Yining Wang, Shengping Liu, Jian Yu, Jitao Sang |
| 2025 | ACL | Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models. | Yuheng Chen, Pengfei Cao, Yubo Chen, Yining Wang, Shengping Liu, Kang Liu, Jun Zhao |
| 2025 | ACL | Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models. | Rui Hu, Delai Qiu, Shuyu Wei, Jiaming Zhang, Yining Wang, Shengping Liu, Jitao Sang |
| 2025 | ACL | Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation. | Jiajun Shen, Tong Zhou, Yubo Chen, Delai Qiu, Shengping Liu, Kang Liu, Jun Zhao |
| 2025 | COLING | Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering. | Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Shengping Liu, Kang Liu, Jun Zhao |
| 2025 | EMNLP | High-Quality Medical Dialogue Synthesis for Improving EMR Generation. | Chengze Ge, Yu Xu, Qi Shao, Shengping Liu |
| 2024 | ACL | Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint. | Xiaowei Yuan, Zhao Yang, Yequan Wang, Shengping Liu, Jun Zhao, Kang Liu |
| 2024 | IJCAI | Oasis: Data Curation and Assessment System for Pretraining of Large Language Models. | Tong Zhou, Yubo Chen, Pengfei Cao, Kang Liu, Shengping Liu, Jun Zhao |
| 2024 | ISCAS | Optoelectronic Computing Evaluation and Deployment Platform Based on a 256-MAC Silicon Photonic Chip. | Likai Li, Yichuan Bai, Shengping Liu, Yang Zhao, Sunan He, Yaqing Li, Li Du, Yuan Du |
| 2023 | EMNLP | Large Language Models are Better Reasoners with Self-Verification. | Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Shengping Liu, Bin Sun, Kang Liu, Jun Zhao |
| 2023 | EMNLP | ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models. | Baoli Zhang, Haining Xie, Pengfan Du, Junhao Chen, Pengfei Cao, Yubo Chen, Shengping Liu, Kang Liu, Jun Zhao |
| 2022 | COLING | CASIA@SMM4H'22: A Uniform Health Information Mining System for Multilingual Social Media Texts. | Jia Fu, Sirui Li, Hui Ming Yuan, Zhucong Li, Zhen Gan, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu |
| 2021 | ACL | Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism. | Tong Zhou, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Kun Niu, Weifeng Chong, Shengping Liu |
| 2021 | EMNLP | Biomedical Concept Normalization by Leveraging Hypernyms. | Cheng Yan, Yuanzhe Zhang, Kang Liu, Jun Zhao, Yafei Shi, Shengping Liu |
| 2021 | EMNLP | CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset. | Baoli Zhang, Zhucong Li, Zhen Gan, Yubo Chen, Jing Wan, Kang Liu, Jun Zhao, Shengping Liu, Yafei Shi |
| 2020 | ACL | HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding. | Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu, Weifeng Chong |
| 2020 | ACL | Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes. | Pengfei Cao, Chenwei Yan, Xiangling Fu, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu, Weifeng Chong |
| 2020 | ACL | MIE: A Medical Information Extractor towards Medical Dialogues. | Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang, Shiwan Liu, Jiarun Cao, Kang Liu, Shengping Liu, Jun Zhao |
| 2019 | EMNLP | Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network. | Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu |
| 2019 | EMNLP | Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning. | Xiangrong Zeng, Shizhu He, Daojian Zeng, Kang Liu, Shengping Liu, Jun Zhao |
| 2018 | EMNLP | Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism. | Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu |
| 2009 | AMIA | iSMART: Ontology-based Semantic Query of CDA Documents. | Shengping Liu, Yuan Ni, Jing Mei, Hanyu Li, Guo Tong Xie, Gang Hu, Haifeng Liu, Xueqiao Hou, Yue Pan |
| 2005 | ICTAC | Representation and Reasoning on RBAC: A Description Logic Approach. | Chen Zhao, NuerMaimaiti Heilili, Shengping Liu, Zuoquan Lin |
| 2003 | ICML | An Evaluation on Feature Selection for Text Clustering. | Tao Liu, Shengping Liu, Zheng Chen, Wei-Ying Ma |
| 2003 | SIGIR | Building a web thesaurus from web link structure. | Zheng Chen, Shengping Liu, Liu Wenyin, Geguang Pu, Wei-Ying Ma |