Liang Qiu

Quantum steering as resource of quantum teleportation

2022 · Physical Review A

Quantum steering, which lies between Bell nonlocality and entanglement, is a characteristic quantum correlation. Its application in quantum information tasks is worth pursuing. In this paper, we investigate the application of quantum steering as resource …

Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning

2022 · arXiv (Cornell University)

Mathematical reasoning, a core ability of human intelligence, presents unique challenges for machines in abstract thinking and logical reasoning. Recent large pre-trained language models such as GPT-3 have achieved remarkable progress on mathematical reasoning tasks …