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Zhongmin Cai

3 accepted papers

2025

Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts

AAAI 2025technical

Enhancing the intelligence of smart systems, such as smart homes, smart vehicles, and smart grids, critically depends on developing sophisticated planning capabilities that can anticipate the next desired function based on historical interactions. While existing methods view user behaviors as sequen…

Cited by 0SourcePDFScholar
2024

Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators

NeurIPS 2024poster

In human-AI collaborative tasks, the distribution of human behavior, influenced by mental models, is non-stationary, manifesting in various levels of initiative and different collaborative strategies. A significant challenge in human-AI collaboration is determining how to collaborate effectively wit…

Cited by 0SourcePDFScholar
2024

QGEval: Benchmarking Multi-dimensional Evaluation for Question Generation

EMNLP 2024main

Automatically generated questions often suffer from problems such as unclear expression or factual inaccuracies, requiring a reliable and comprehensive evaluation of their quality. Human evaluation is widely used in the field of question generation (QG) and serves as the gold standard for automatic…