| 2026 | AAAI | Simulating Human-Like Counseling: A Path- and Scenario-Guided Framework for Psychological Support Dialogue. | Yuanchen Shi, Longyin Zhang, Maodong Li, Yibin Zheng, Xiuhong Wang, Fang Kong |
| 2026 | ACL | Danger Depends on the Mind: A Theory-of-Mind Grounded Dataset and Model for Context-Dependent Dangerous Speech. | Yuanchen Shi, Longyin Zhang, Guodong Zhou, Fang Kong |
| 2025 | ACL | Multi-Hop Question Generation via Dual-Perspective Keyword Guidance. | Maodong Li, Longyin Zhang, Fang Kong |
| 2025 | ACL | Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights. | Longyin Zhang, Bowei Zou, AiTi Aw |
| 2024 | ACL | Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought. | Longyin Zhang, Bowei Zou, Jacintha Yi, AiTi Aw |
| 2024 | COLING | Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability. | Longyin Zhang, Bowei Zou, Ai Ti Aw |
| 2022 | IJCAI | Towards Discourse-Aware Document-Level Neural Machine Translation. | Xin Tan, Longyin Zhang, Fang Kong, Guodong Zhou |
| 2022 | IJCNLP | Discourse Parsing Enhanced by Discourse Dependence Perception. | Yuqing Xing, Longyin Zhang, Fang Kong, Guodong Zhou |
| 2021 | ACL | Adversarial Learning for Discourse Rhetorical Structure Parsing. | Longyin Zhang, Fang Kong, Guodong Zhou |
| 2021 | EMNLP | Coupling Context Modeling with Zero Pronoun Recovering for Document-Level Natural Language Generation. | Xin Tan, Longyin Zhang, Guodong Zhou |
| 2021 | EMNLP | EDTC: A Corpus for Discourse-Level Topic Chain Parsing. | Longyin Zhang, Xin Tan, Fang Kong, Guodong Zhou |
| 2020 | ACL | A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure. | Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li, Guodong Zhou |
| 2019 | EMNLP | Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation. | Xin Tan, Longyin Zhang, Deyi Xiong, Guodong Zhou |