| 2026 | ACL | AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs. | Qingqing Lyu, Linjuan Wu, Yongliang Shen, Hengwei Liu, Hao Li, Shengpei Jiang, Yin Zhang, Weiming Lu |
| 2026 | ACL | Pause or Fabricate? Training Language Models for Grounded Reasoning. | Yiwen Qiu, Linjuan Wu, Yizhou Liu, Yuchen Yan, Jin Ma, Xu Tan, Yao Hu, Daoxin Zhang, Wenqi Zhang, Weiming Lu, Jun Xiao, Yongliang Shen |
| 2026 | ACL | A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAMΔ Integration into Upcycled MoE. | Hao Zhou, Tianhao Li, Zhijun Wang, Shuaijie She, Linjuan Wu, Hao-Ran Wei, Baosong Yang, Jiajun Chen, Shujian Huang |
| 2025 | ACL | From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning. | Linjuan Wu, Haoran Wei, Baosong Yang, Weiming Lu |
| 2025 | EMNLP | Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training. | Linjuan Wu, Haoran Wei, Huan Lin, Tianhao Li, Baosong Yang, Fei Huang, Weiming Lu |
| 2025 | EMNLP | AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification. | Xuan Zhang, Yongliang Shen, Zhe Zheng, Linjuan Wu, Wenqi Zhang, Yuchen Yan, Qiuying Peng, Jun Wang, Weiming Lu |
| 2024 | ACL | TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind. | Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu |
| 2024 | ACL | Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives. | Wenqi Zhang, Yongliang Shen, Linjuan Wu, Qiuying Peng, Jun Wang, Yueting Zhuang, Weiming Lu |
| 2023 | DASFAA | Causal MRC: Mitigating Position Bias Based on Causal Graph. | Jiazheng Zhu, Linjuan Wu, Shaojuan Wu, Xiaowang Zhang, Yuexian Hou, Zhiyong Feng |
| 2023 | EMNLP | Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages. | Linjuan Wu, Zongyi Guo, Baoliang Cui, Haihong Tang, Weiming Lu |
| 2023 | EMNLP | Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning. | Linjuan Wu, Weiming Lu |
| 2022 | ACL | Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension. | Linjuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen, Zhiqiang Zhuang, Zhiyong Feng |
| 2022 | DASFAA | Enhancing Low-Resource Languages Question Answering with Syntactic Graph. | Linjuan Wu, Jiazheng Zhu, Xiaowang Zhang, Zhiqiang Zhuang, Zhiyong Feng |
| 2021 | IJCNN | Modeling Global Semantics for Question Answering over Knowledge Bases. | Peiyun Wu, Yunjie Wu, Linjuan Wu, Xiaowang Zhang, Zhiyong Feng |