CULG: Commercial Universal Language Generation

no code implementations • NAACL (ACL) 2022 • Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, Nan Duan

Pre-trained language models (PLMs) have dramatically improved performance for many natural language processing (NLP) tasks in domains such as finance and healthcare.

Marketing Text Generation

An Enhanced Knowledge Injection Model for Commonsense Generation

no code implementations • COLING 2020 • Zhihao Fan, Yeyun Gong, Zhongyu Wei, Siyuan Wang, Yameng Huang, Jian Jiao, Xuanjing Huang, Nan Duan, Ruofei Zhang

Commonsense generation aims at generating plausible everyday scenario description based on a set of provided concepts.

Position

Accelerating Asynchronous Algorithms for Convex Optimization by Momentum Compensation

no code implementations • 27 Feb 2018 • Cong Fang, Yameng Huang, Zhouchen Lin

$O(1/\epsilon)$) convergence rate for non-strongly convex functions, and $O(\sqrt{\kappa}\log(1/\epsilon))$ (v. s.