| 2023 | ACL | Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting. | Xuefeng Li, Liwen Wang, Guanting Dong, Keqing He, Jinzheng Zhao, Hao Lei, Jiachi Liu, Weiran Xu |
| 2023 | ICASSP | SIAST: A Slot Imbalance-Aware Self-Training Scheme for Semi-Supervised Slot Filling. | Jiachi Liu, Sishi Xiong, Yuehuan He, Tong Zhou, Liwen Wang, Xuefeng Li, Bo Xiao |
| 2022 | ICASSP | A Robust Contrastive Alignment Method for Multi-Domain Text Classification. | Xuefeng Li, Hao Lei, Liwen Wang, Guanting Dong, Jinzheng Zhao, Jiachi Liu, Weiran Xu, Chunyun Zhang |
| 2022 | NAACL | Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System. | Tao Zhu, Zhe Zhao, Weijie Liu, Jiachi Liu, Yiren Chen, Weiquan Mao, Haoyan Liu, Kunbo Ding, Yudong Li, Xuefeng Yang |
| 2021 | EMNLP | Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling. | Liwen Wang, Xuefeng Li, Jiachi Liu, Keqing He, Yuanmeng Yan, Weiran Xu |