Xu Zou

BIPro: Zero-shot Chinese Poem Generation via Block Inverse Prompting Constrained Generation Framework

2024 · arXiv (Cornell University)

Recently, generative pre-trained models have made significant strides, particularly highlighted by the release of ChatGPT and GPT-4, which exhibit superior cross-domain capabilities. However, these models still face challenges on constrained writing tasks like poem generation …

Representation Learning for Attributed Multiplex Heterogeneous Network

2019

Network embedding (or graph embedding) has been widely used in many real-world applications. However, existing methods mainly focus on networks with single-typed nodes/edges and cannot scale well to handle large networks. Many real-world networks consist …

Controllable Multi-Interest Framework for Recommendation

2020

Recently, neural networks have been widely used in e-commerce recommender systems, owing to the rapid development of deep learning. We formalize the recommender system as a sequential recommendation problem, intending to predict the next items …