| 2023 | DaWaK | UniCausal: Unified Benchmark and Repository for Causal Text Mining. | Fiona Anting Tan, Xinyu Zuo, See-Kiong Ng |
| 2022 | COLING | Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing. | Xinyu Zuo, Haijin Liang, Ning Jing, Shuang Zeng, Zhou Fang, Yu Luo |
| 2021 | ACL | Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks. | Pengfei Cao, Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao, Yuguang Chen, Weihua Peng |
| 2021 | ACL | LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification. | Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen |
| 2021 | ACL | Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement. | Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen |
| 2021 | CIKM | Uncertainty-Aware Self-Training for Semi-Supervised Event Temporal Relation Extraction. | Pengfei Cao, Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao, Wei Bi |
| 2020 | COLING | KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision. | Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao |