| 2026 | ACL | SSR-A: Spatial- and Semantic-Aware Instructions and Curriculum Reinforcement for Advertisement Compliant Rectification. | Te Cao, Mengge Xue, Zhenyu Hu, Yuan Chen, Liqun Liu, Peng Shu, Huan Yu, Jie Jiang |
| 2026 | ACL | \mathcalR³: Advertisement Compliance \mathcalRectification via Group-\mathcalRelative Experience Extractor and Curriculum \mathcalReinforcement. | Yuan Chen, Zhenyu Hu, Mengge Xue, Te Cao, Liqun Liu, Peng Shu, Huan Yu, Jie Jiang |
| 2024 | ACL | Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding. | Kuo Liao, Shuang Li, Meng Zhao, Liqun Liu, Mengge Xue, Zhenyu Hu, Honglin Han, Chengguo Yin |
| 2024 | ACL | Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors. | Mengge Xue, Zhenyu Hu, Liqun Liu, Kuo Liao, Shuang Li, Honglin Han, Meng Zhao, Chengguo Yin |
| 2021 | ACL | From What to Why: Improving Relation Extraction with Rationale Graph. | Zhenyu Zhang, Bowen Yu, Xiaobo Shu, Mengge Xue, Tingwen Liu, Li Guo |
| 2021 | EMNLP | Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning. | Xinghua Zhang, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Jiawei Sheng, Mengge Xue, Hongbo Xu |
| 2021 | EMNLP | Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning. | Xinghua Zhang, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Jiawei Sheng, Mengge Xue, Hongbo Xu |
| 2020 | ACL | Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention. | Yanzeng Li, Bowen Yu, Mengge Xue, Tingwen Liu |
| 2020 | COLING | Porous Lattice Transformer Encoder for Chinese NER. | Mengge Xue, Bowen Yu, Tingwen Liu, Yue Zhang, Erli Meng, Bin Wang |
| 2020 | COLING | Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction. | Bowen Yu, Mengge Xue, Zhenyu Zhang, Tingwen Liu, Yubin Wang, Bin Wang |
| 2020 | EMNLP | Coarse-to-Fine Pre-training for Named Entity Recognition. | Mengge Xue, Bowen Yu, Zhenyu Zhang, Tingwen Liu, Yue Zhang, Bin Wang |
| 2020 | IJCNN | BiG-Transformer: Integrating Hierarchical Features for Transformer via Bipartite Graph. | Xiaobo Shu, Mengge Xue, Yanzeng Li, Zhenyu Zhang, Tingwen Liu |
| 2019 | IJCAI | Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning. | Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang |