no code implementations • 28 Dec 2023 • Zhihao Zhang, Yuan Zuo, Chenghua Lin, Junjie Wu
Finally, we merge the quality phrases from both the Annotator and Generator as the final predictions, considering their complementary nature and distinct characteristics.
no code implementations • 27 Dec 2022 • Wang Qi, Rui Liu, Yuan Zuo, Yong Chen, Dell Zhang
Creating an essay based on a few given topics is a challenging NLP task.
no code implementations • 16 Nov 2022 • Wang Qi, Yu-Ping Ruan, Yuan Zuo, Taihao Li
Conventional fine-tuning encounters increasing difficulties given the size of current Pre-trained Language Models, which makes parameter-efficient tuning become the focal point of frontier research.
no code implementations • 18 May 2021 • Yutian Chang, Guannan Liu, Yuan Zuo, Junjie Wu
Along this vein, we propose a Mixture of Hawkes-based Temporal Network Embeddings (MHNE) model to capture the aspect-driven neighborhood formation of networks.
no code implementations • Thirty-Second AAAI Conference on Artificial Intelligence 2018 • Chengqiang Huang, Yulei Wu, Yuan Zuo, Ke Pei, Geyong Min
This abstract proposes a time series anomaly detector which 1) makes no assumption about the underlying mechanism of anomaly patterns, 2) refrains from the cumbersome work of threshold setting for good anomaly detection performance under specific scenarios, and 3) keeps evolving with the growth of anomaly detection experience.
no code implementations • 17 Dec 2014 • Yuan Zuo, Jichang Zhao, Ke Xu
The short text has been the prevalent format for information of Internet in recent decades, especially with the development of online social media, whose millions of users generate a vast number of short messages everyday.