| 2025 | EMNLP | Improving Preference Alignment of LLM with Inference-Free Self-Refinement. | Fukun Ma, Kaibin Tian, Jieting Xue, Xiaoyi Wang, Ye Ma, Quan Chen, Peng Jiang, Lijie Wen |
| 2025 | IJCNN | GapDNER: A Gap-Aware Grid Tagging Model for Discontinuous Named Entity Recognition. | Yawen Yang, Fukun Ma, Shiao Meng, Aiwei Liu, Li-jie Wen |
| 2025 | IJCNN | GenCNER: A Generative Framework for Continual Named Entity Recognition. | Yawen Yang, Fukun Ma, Shiao Meng, Aiwei Liu, Li-jie Wen |
| 2024 | ACL | On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations. | Shiao Meng, Xuming Hu, Aiwei Liu, Fukun Ma, Yawen Yang, Shuang Li, Lijie Wen |
| 2023 | ACL | Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer. | Shuang Li, Xuming Hu, Aiwei Liu, Yawen Yang, Fukun Ma, Philip S. Yu, Lijie Wen |
| 2023 | ACL | Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing. | Aiwei Liu, Wei Liu, Xuming Hu, Shuang Li, Fukun Ma, Yawen Yang, Lijie Wen |
| 2023 | ACL | AMR-based Network for Aspect-based Sentiment Analysis. | Fukun Ma, Xuming Hu, Aiwei Liu, Yawen Yang, Shuang Li, Philip S. Yu, Lijie Wen |
| 2023 | EMNLP | RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction. | Shiao Meng, Xuming Hu, Aiwei Liu, Shuang Li, Fukun Ma, Yawen Yang, Lijie Wen |
| 2023 | ICASSP | Gaussian Prior Reinforcement Learning for Nested Named Entity Recognition. | Yawen Yang, Xuming Hu, Fukun Ma, Shu'ang Li, Aiwei Liu, Lijie Wen, Philip S. Yu |
| 2022 | EMNLP | Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution. | Aiwei Liu, Honghai Yu, Xuming Hu, Shu'ang Li, Li Lin, Fukun Ma, Yawen Yang, Lijie Wen |
| 2021 | EMNLP | Semi-supervised Relation Extraction via Incremental Meta Self-Training. | Xuming Hu, Chenwei Zhang, Fukun Ma, Chenyao Liu, Lijie Wen, Philip S. Yu |