I am Weihao Zeng, a postgraduate student at the Pattern Recognition and Intelligent System Laboratory(PRIS-NLP), Beijing University of Posts and Telecommunications, advised by Prof. Weiran Xu. I am also a Research Assistant at the Hong Kong University of Science and Technology, supervised by Prof. Junxian He. Previously, I obtained my Bachelor’s degree from the Mathematics Department of the same university. My research interests include large language models(LLMs), instruction tuning, and dialogue systems. I have published several papers at top conferences, including ACL, ICLR, SIGIR, EMNLP, and NAACL.

Feel free to email me for any form of academic cooperation !

I am actively seeking PhD Program opportunities for the Fall of 2025 ^_^

🔥 News

• 2024-03: 🎉🎉 One paper have been accepted by NAACL 2024!
• 2024-02: 🎉🎉 One paper have been accepted by LREC-COLING 2024!
• 2024-01: 🎉🎉 One paper have been accepted by ICLR 2024!
• 2023-05: 🎉🎉 Two paper have been accepted by ACL 2023!
• 2022-10: 🎉🎉 One paper has been accepted at the SereTOD 2022 Workshop, EMNLP 2022!
• 2022-09: 🏆🏆 Achieved the 1st rank on SereTOD 2022 track 2, EMNLP 2022!

📝 Publications

1. FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue

   Weihao Zeng, Keqing He, Yejie Wang, Chen Zeng, Jingang Wang, Yunsen Xian, Weiran Xu

   ACL 2023 Main Conference paper

2. Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation

   Weihao Zeng, Lulu Zhao, Keqing He, Ruotong Geng, Jingang Wang, Wei Wu, Weiran Xu

   ACL 2023 Main Conference paper

3. What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning

   Wei Liu, Weihao Zeng, Keqing He, Yong Jiang, Junxian He

   ICLR 2024 paper

4. DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations

   Weihao Zeng, Dayuan Fu, Keqing He, Yejie Wang, Yukai Xu, Weiran Xu

   NAACL 2024 paper

5. BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses

   Weihao Zeng, Keqing He, Yejie Wang, Dayuan Fu, Weiran Xu

   LREC-COLING 2024 paper

6. Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems

   Weihao Zeng, Keqing He, Zechen Wang, Dayuan Fu, Guanting Dong, Ruotong Geng, Pei Wang, Jingang Wang, Chaobo Sun, Wei Wu, Weiran Xu

   SereTOD 2022 WorkShop, EMNLP 2022 paper

7. ADPL: Adversarial Prompt-based Domain Adaptation for Dialogue Summarization with Knowledge Disentanglement

   Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Ruotong Geng, Huixing Jiang, Wei Wu, Weiran Xu

   SIGIR 2022 paper

8. Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization

   Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu

   NAACL 2022 paper

9. Give the Truth: Incorporate Semantic Slot into Abstractive Dialogue Summarization

   Lulu Zhao, Weihao Zeng, Weiran Xu, Jun Guo

   EMNLP 2021 paper

10. TODSum: Task-Oriented Dialogue Summarization with State Tracking

Lulu Zhao, Fujia Zheng, Keqing He, Weihao Zeng, Yuejie Lei, Huixing Jiang, Wei Wu, Weiran Xu, Jun Guo, Fanyu Meng

Arxiv 2022 paper

🎖 Competitions and Awards

• National Scholarship in China (2019/2023)
• 2022-09: 🏆🏆 Achieved the 1st Award on SereTOD Challenge 2022 track 2, EMNLP 2022!
• 2021-08: 🏆🏆 Achieved the 4th Award on SMP 2021 Conversational AI Challenge!
• 2021-09: 🏆🏆 Achieved the 8th Place on CCIR 2021 Intelligent NLU Challenge!