| 2023 | ICLR | Compositional Task Representations for Large Language Models. | Nan Shao, Zefan Cai, Hanwei Xu, Chonghua Liao, Yanan Zheng, Zhilin Yang |
| 2022 | EMNLP | GPS: Genetic Prompt Search for Efficient Few-Shot Learning. | Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang |
| 2022 | EMNLP | ZeroPrompt: Scaling Prompt-Based Pretraining to 1, 000 Tasks Improves Zero-Shot Generalization. | Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang |
| 2020 | EMNLP | Is Graph Structure Necessary for Multi-hop Question Answering? | Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu |
| 2019 | AAAI | Adversarial Binary Collaborative Filtering for Implicit Feedback. | Haoyu Wang, Nan Shao, Defu Lian |
| 2019 | CoNLL | TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. | Wentao Ma, Yiming Cui, Nan Shao, Su He, Weinan Zhang, Ting Liu, Shijin Wang, Guoping Hu |
| 2015 | ICDM | Applying Data Mining Techniques to Direct Marketing: Challenges and Solutions. | Ying Li, Pavankumar Murali, Nan Shao, Anshul Sheopuri |