| 2026 | ACL | UERLens: Understanding Event Relations in Large Language Models. | Yong Guan, Zhiyuan Li, Shaoru Guo |
| 2024 | COLING | NutFrame: Frame-based Conceptual Structure Induction with LLMs. | Shaoru Guo, Yubo Chen, Kang Liu, Ru Li, Jun Zhao |
| 2024 | IJCNN | Improving Implicit Discourse Relation Recognition via Connective Prediction and Dependency-weighted Label Hierarchy. | Xianzhi Liu, Shaoru Guo, Juncai Li, Zhichao Yan, Xuefeng Su, Boxiang Ma, Yuzhi Wang, Ru Li |
| 2024 | IJCNN | Multi-Granularity Dual-Aware Contrastive Learning for Few-shot Named Entity Recognition. | Boxiang Ma, Changzheng Wang, Shaoru Guo, Xuefeng Su, Zhichao Yan, Yue Zhang, Wenyuan Shao, Zezheng Zhang, Ru Li |
| 2023 | ACL | EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata. | Shaoru Guo, Chenhao Wang, Yubo Chen, Kang Liu, Ru Li, Jun Zhao |
| 2021 | EMNLP | Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization. | Yong Guan, Shaoru Guo, Ru Li, Xiaoli Li, Hongye Tan |
| 2021 | EMNLP | Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization. | Yong Guan, Shaoru Guo, Ru Li, Xiaoli Li, Hu Zhang |
| 2020 | ACL | A Frame-based Sentence Representation for Machine Reading Comprehension. | Shaoru Guo, Ru Li, Hongye Tan, Xiaoli Li, Yong Guan, Hongyan Zhao, Yueping Zhang |
| 2020 | COLING | Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension. | Shaoru Guo, Yong Guan, Ru Li, Xiaoli Li, Hongye Tan |