| 2025 | ACL | SOTOPIA-: Dynamic Strategy Injection Learning and Social Instruction Following Evaluation for Social Agents. | Wenyuan Zhang, Tianyun Liu, Mengxiao Song, Xiaodong Li, Tingwen Liu |
| 2025 | ICASSP | Zero-Shot Cross-Domain Slot Filling with Retrieval Augmented In-Context Learning. | Mengxiao Song, Tingwen Liu, Quangang Li, Duohe Ma, Ming Sun, Ling Tian |
| 2025 | SIGIR | Dual-perspective Data Augmentation and Curriculum Learning Framework for Low-resource Complex Named Entity Recognition. | Mengxiao Song, Tianyun Liu, Wenyuan Zhang, Quangang Li, Tingwen Liu |
| 2025 | SIGIR | Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective. | Taoyu Su, Jiawei Sheng, Duohe Ma, Xiaodong Li, Juwei Yue, Mengxiao Song, Yingkai Tang, Tingwen Liu |
| 2022 | EMNLP | Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence. | Mengxiao Song, Bowen Yu, Quangang Li, Yubin Wang, Tingwen Liu, Hongbo Xu |
| 2019 | CHI | HearU: An Integrated System to Raise Awareness of Hearing Loss. | Beijia Wang, Mengxiao Song, Yuting Han, Duo Wang |