Chumin Liu — accepted AI-conference papers

2024

PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation

Zhiyuan Hu, Chumin Liu, Yue Feng, Anh Tuan Luu, Bryan Hooi

AAAI 2024technical

Controllable text generation is a challenging and meaningful field in natural language generation (NLG). Especially, poetry generation is a typical one with well-defined and strict conditions for text generation which is an ideal playground for the assessment of current methodologies. While prior wo…

Cited by 4 Source ↗PDF ↗code ↗Scholar ↗

2024

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs

Zhiyuan Hu, Chumin Liu, Xidong Feng, Yilun Zhao, See-Kiong Ng, Anh Tuan Luu +3

NeurIPS 2024poster

In the face of uncertainty, the ability to *seek information* is of fundamental importance. In many practical applications, such as medical diagnosis and troubleshooting, the information needed to solve the task is not initially given, and has to be actively sought by asking follow-up questions (for…

Cited by 4 Source ↗PDF ↗Scholar ↗