| 2026 | AAAI | FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation. | Zhenghua Li, Hang Chen, Zihao Sun, Kai Li, Xiaolin Hu |
| 2026 | ACL | Think Smart, Not Hard: Difficulty Adaptive Reasoning for Large Audio Language Models. | Zhichao Sheng, Shilin Zhou, Chen Gong, Zhenghua Li |
| 2025 | ACL | A Training-free LLM-based Approach to General Chinese Character Error Correction. | Houquan Zhou, Bo Zhang, Zhenghua Li, Ming Yan, Min Zhang |
| 2025 | ACL | Dynamic Head Selection for Neural Lexicalized Constituency Parsing. | Yang Hou, Zhenghua Li |
| 2025 | ACL | Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing. | Yang Hou, Zhenghua Li |
| 2025 | ACL | Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models. | Yanggan Gu, Junzhuo Li, Sirui Huang, Xin Zou, Zhenghua Li, Xuming Hu |
| 2025 | ACL | Mixture of Small and Large Models for Chinese Spelling Check. | Ziheng Qiao, Houquan Zhou, Zhenghua Li |
| 2025 | ACL | DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check. | Ziheng Qiao, Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang |
| 2025 | COLING | A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese. | Xi Ma, Yang Hou, Xuebin Wang, Zhenghua Li |
| 2025 | COLING | Mining Word Boundaries from Speech-Text Parallel Data for Cross-domain Chinese Word Segmentation. | Xuebin Wang, Lei Zhang, Zhenghua Li, Shilin Zhou, Chen Gong, Yang Hou |
| 2025 | COLING | Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization. | Ziyan Zhang, Yang Hou, Chen Gong, Zhenghua Li |
| 2025 | EMNLP | Self-Correction Makes LLMs Better Parsers. | Ziyan Zhang, Yang Hou, Chen Gong, Zhenghua Li |
| 2024 | ACL | Character-Level Chinese Dependency Parsing via Modeling Latent Intra-Word Structure. | Yang Hou, Zhenghua Li |
| 2024 | ACL | Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction. | Yumeng Liu, Zhenghua Li, Haochen Jiang, Bo Zhang, Chen Li, Ji Zhang |
| 2024 | ACL | Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches. | Shilin Zhou, Zhenghua Li, Chen Gong, Lei Zhang, Yu Hong, Min Zhang |
| 2024 | ACL | CopyNE: Better Contextual ASR by Copying Named Entities. | Shilin Zhou, Zhenghua Li, Yu Hong, Min Zhang, Zhefeng Wang, Baoxing Huai |
| 2024 | COLING | Improving Chinese Named Entity Recognition with Multi-grained Words and Part-of-Speech Tags via Joint Modeling. | Chenhui Dou, Chen Gong, Zhenghua Li, Zhefeng Wang, Baoxing Huai, Min Zhang |
| 2024 | COLING | High-order Joint Constituency and Dependency Parsing. | Yanggang Gu, Yang Hou, Zhefeng Wang, Xinyu Duan, Zhenghua Li |
| 2024 | EMNLP | A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models. | Houquan Zhou, Zhenghua Li, Bo Zhang, Chen Li, Shaopeng Lai, Ji Zhang, Fei Huang, Min Zhang |
| 2023 | ACL | NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts. | Yue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li, Chen Li, Fei Huang, Min Zhang |
| 2023 | EMNLP | Improving Seq2Seq Grammatical Error Correction via Decoding Interventions. | Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang |
| 2022 | ACL | Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging. | Houquan Zhou, Yang Li, Zhenghua Li, Min Zhang |
| 2022 | COLING | Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing. | Shilin Zhou, Qingrong Xia, Zhenghua Li, Yu Zhang, Yu Hong, Min Zhang |
| 2022 | EMNLP | SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser. | Yue Zhang, Bo Zhang, Zhenghua Li, Zuyi Bao, Chen Li, Min Zhang |
| 2022 | NAACL | MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction. | Yue Zhang, Zhenghua Li, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang |
| 2022 | NAACL | MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset. | Yahui Liu, Haoping Yang, Chen Gong, Qingrong Xia, Zhenghua Li, Min Zhang |
| 2021 | ACL | An In-depth Study on Internal Structure of Chinese Words. | Chen Gong, Saihao Huang, Houquan Zhou, Zhenghua Li, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan |
| 2021 | CoNLL | A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing. | Yang Hou, Houquan Zhou, Zhenghua Li, Yu Zhang, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan |
| 2021 | EMNLP | APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing. | Ying Li, Meishan Zhang, Zhenghua Li, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan |
| 2021 | EMNLP | Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. | Kun Wu, Lijie Wang, Zhenghua Li, Ao Zhang, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang |
| 2021 | EMNLP | Stacked AMR Parsing with Silver Data. | Qingrong Xia, Zhenghua Li, Rui Wang, Min Zhang |
| 2021 | NAACL | A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents. | Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li, Yue Zhang, Fei Huang, Luo Si, Min Zhang |
| 2020 | ACL | Efficient Second-Order TreeCRF for Neural Dependency Parsing. | Yu Zhang, Zhenghua Li, Min Zhang |
| 2020 | ACL | Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks. | Bo Zhang, Yue Zhang, Rui Wang, Zhenghua Li, Min Zhang |
| 2020 | COLING | Multi-grained Chinese Word Segmentation with Weakly Labeled Data. | Chen Gong, Zhenghua Li, Bowei Zou, Min Zhang |
| 2020 | COLING | Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations. | Ying Li, Zhenghua Li, Min Zhang |
| 2020 | COLING | Semantic Role Labeling with Heterogeneous Syntactic Knowledge. | Qingrong Xia, Rui Wang, Zhenghua Li, Yue Zhang, Min Zhang |
| 2020 | EMNLP | DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset. | Lijie Wang, Ao Zhang, Kun Wu, Ke Sun, Zhenghua Li, Hua Wu, Min Zhang, Haifeng Wang |
| 2020 | IJCAI | Fast and Accurate Neural CRF Constituency Parsing. | Yu Zhang, Houquan Zhou, Zhenghua Li |
| 2019 | AAAI | Syntax-Aware Neural Semantic Role Labeling. | Qingrong Xia, Zhenghua Li, Min Zhang, Meishan Zhang, Guohong Fu, Rui Wang, Luo Si |
| 2019 | ACL | Semi-supervised Domain Adaptation for Dependency Parsing. | Zhenghua Li, Xue Peng, Min Zhang, Rui Wang, Luo Si |
| 2019 | CoNLL | SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT. | Yue Zhang, Wei Jiang, Qingrong Xia, Junjie Cao, Rui Wang, Zhenghua Li, Min Zhang |
| 2019 | EMNLP | A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling. | Qingrong Xia, Zhenghua Li, Min Zhang |
| 2019 | IJCAI | Self-attentive Biaffine Dependency Parsing. | Ying Li, Zhenghua Li, Min Zhang, Rui Wang, Sheng Li, Luo Si |
| 2019 | NAACL | Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations. | Meishan Zhang, Zhenghua Li, Guohong Fu, Min Zhang |
| 2018 | AAAI | SEE: Syntax-Aware Entity Embedding for Neural Relation Extraction. | Zhengqiu He, Wenliang Chen, Zhenghua Li, Meishan Zhang, Wei Zhang, Min Zhang |
| 2018 | ACL | Supervised Treebank Conversion: Data and Approaches. | Xinzhou Jiang, Zhenghua Li, Bo Zhang, Min Zhang, Sheng Li, Luo Si |
| 2018 | COLING | Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning. | YaoSheng Yang, Wenliang Chen, Zhenghua Li, Zhengqiu He, Min Zhang |
| 2018 | LREC | M-CNER: A Corpus for Chinese Named Entity Recognition in Multi-Domains. | Qi Lu, YaoSheng Yang, Zhenghua Li, Wenliang Chen, Min Zhang |
| 2017 | EMNLP | Multi-Grained Chinese Word Segmentation. | Chen Gong, Zhenghua Li, Min Zhang, Xinzhou Jiang |
| 2017 | IJCNLP | Dependency Parsing with Partial Annotations: An Empirical Comparison. | Yue Zhang, Zhenghua Li, Jun Lang, Qingrong Xia, Min Zhang |
| 2016 | ACL | Active Learning for Dependency Parsing with Partial Annotation. | Zhenghua Li, Min Zhang, Yue Zhang, Zhanyi Liu, Wenliang Chen, Hua Wu, Haifeng Wang |
| 2016 | COLING | Distributed Representations for Building Profiles of Users and Items from Text Reviews. | Wenliang Chen, Zhenjie Zhang, Zhenghua Li, Min Zhang |
| 2016 | CoNLL | Finding Arguments as Sequence Labeling in Discourse Parsing. | Ziwei Fan, Zhenghua Li, Min Zhang |
| 2016 | EMNLP | Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning. | Zhenghua Li, Jiayuan Chao, Min Zhang, Jiwen Yang |
| 2015 | ACL | Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study. | Zhenghua Li, Jiayuan Chao, Min Zhang, Wenliang Chen |
| 2015 | RecSys | Linear and Non-Linear Models for Purchase Prediction. | Wenliang Chen, Zhenghua Li, Min Zhang |
| 2014 | ACL | Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing. | Zhenghua Li, Min Zhang, Wenliang Chen |
| 2014 | COLING | Dependency Parsing: Past, Present, and Future. | Wenliang Chen, Zhenghua Li, Min Zhang |
| 2014 | COLING | Soft Cross-lingual Syntax Projection for Dependency Parsing. | Zhenghua Li, Min Zhang, Wenliang Chen |
| 2013 | SIGMOD | Fast data in the era of big data: Twitter's real-time related query suggestion architecture. | Gilad Mishne, Jeff Dalton, Zhenghua Li, Aneesh Sharma, Jimmy Lin |
| 2012 | ACL | Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars. | Zhenghua Li, Ting Liu, Wanxiang Che |
| 2012 | COLING | A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing. | Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu |
| 2012 | COLING | Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing. | Meishan Zhang, Wanxiang Che, Ting Liu, Zhenghua Li |
| 2011 | EMNLP | Joint Models for Chinese POS Tagging and Dependency Parsing. | Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu, Wenliang Chen, Haizhou Li |
| 2011 | IJCNLP | Improving Chinese POS Tagging with Dependency Parsing. | Zhenghua Li, Wanxiang Che, Ting Liu |
| 2010 | COLING | LTP: A Chinese Language Technology Platform. | Wanxiang Che, Zhenghua Li, Ting Liu |
| 2009 | CoNLL | Multilingual Dependency-based Syntactic and Semantic Parsing. | Wanxiang Che, Zhenghua Li, Yongqiang Li, Yuhang Guo, Bing Qin, Ting Liu |
| 2008 | CoNLL | A Cascaded Syntactic and Semantic Dependency Parsing System. | Wanxiang Che, Zhenghua Li, Yuxuan Hu, Yongqiang Li, Bing Qin, Ting Liu, Sheng Li |