Zhenghua Li

FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation AAAI 2026 Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization COLING 2025 Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models ACL 2025 Self-Correction Makes LLMs Better Parsers EMNLP 2025 Mining Word Boundaries from Speech-Text Parallel Data for Cross-domain Chinese Word Segmentation COLING 2025 A Training-free LLM-based Approach to General Chinese Character Error Correction ACL 2025 Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing ACL 2025 DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ACL 2025 A Probabilistic Toolkit for Multi-grained Word Segmentation in Chinese COLING 2025 Dynamic Head Selection for Neural Lexicalized Constituency Parsing ACL 2025 Mixture of Small and Large Models for Chinese Spelling Check ACL 2025 Improving Chinese Named Entity Recognition with Multi-grained Words and Part-of-Speech Tags via Joint Modeling COLING 2024 A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models EMNLP 2024 CopyNE: Better Contextual ASR by Copying Named Entities ACL 2024 Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches ACL 2024 Character-Level Chinese Dependency Parsing via Modeling Latent Intra-Word Structure ACL 2024 Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction ACL 2024 Two Sequence Labeling Approaches to Sentence Segmentation and Punctuation Prediction for Classic Chinese Texts COLING 2024 High-order Joint Constituency and Dependency Parsing COLING 2024 NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ACL 2023 Improving Seq2Seq Grammatical Error Correction via Decoding Interventions EMNLP 2023 SynGEC: Syntax-Enhanced Grammatical Error Correction with a Tailored GEC-Oriented Parser EMNLP 2022 Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing COLING 2022 Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging ACL 2022 MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction NAACL 2022 MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset NAACL 2022 A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing CONLL 2021 An In-depth Study on Internal Structure of Chinese Words ACL 2021 Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing EMNLP 2021 APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021 Stacked AMR Parsing with Silver Data EMNLP 2021 A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing EMNLP 2021 An In-depth Study on Internal Structure of Chinese Words IJCNLP 2021 A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents NAACL 2021 Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL 2020 Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations COLING 2020 Semantic Role Labeling with Heterogeneous Syntactic Knowledge COLING 2020 Efficient Second-Order TreeCRF for Neural Dependency Parsing ACL 2020 Fast and Accurate Neural CRF Constituency Parsing IJCAI 2020 Multi-grained Chinese Word Segmentation with Weakly Labeled Data COLING 2020 DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset EMNLP 2020 A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling IJCNLP 2019 Self-attentive Biaffine Dependency Parsing IJCAI 2019 SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT CONLL 2019 Syntax-Aware Neural Semantic Role Labeling AAAI 2019 HLT@SUDA at SemEval-2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing SEMEVAL 2019 Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations NAACL 2019 Semi-supervised Domain Adaptation for Dependency Parsing ACL 2019 A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling EMNLP 2019 Supervised Treebank Conversion: Data and Approaches ACL 2018 Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning COLING 2018 Multi-Grained Chinese Word Segmentation EMNLP 2017 Dependency Parsing with Partial Annotations: An Empirical Comparison IJCNLP 2017 Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016 Fast Coupled Sequence Labeling on Heterogeneous Annotations via Context-aware Pruning EMNLP 2016 Active Learning for Dependency Parsing with Partial Annotation ACL 2016 Finding Arguments as Sequence Labeling in Discourse Parsing CONLL 2016 Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study ACL 2015 Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study IJCNLP 2015 Dependency Parsing: Past, Present, and Future COLING 2014 Ambiguity-aware Ensemble Training for Semi-supervised Dependency Parsing ACL 2014 Soft Cross-lingual Syntax Projection for Dependency Parsing COLING 2014 Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing COLING 2012 A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing COLING 2012 Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars ACL 2012 Improving Chinese POS Tagging with Dependency Parsing IJCNLP 2011 Joint Models for Chinese POS Tagging and Dependency Parsing EMNLP 2011 LTP: A Chinese Language Technology Platform COLING 2010 Multilingual Dependency-based Syntactic and Semantic Parsing CONLL 2009 A Cascaded Syntactic and Semantic Dependency Parsing System CONLL 2008