173 citations · 327 across the 3 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.CL2017★ 33 cited
Neural Text Generation: A Practical Guide
Ziang Xie
Deep learning methods have recently achieved great empirical success on machine translation, dialogue response generation, summarization, and other text generation tasks. At a high…
cs.LG2017★ 173 cited
Data Noising as Smoothing in Neural Network Language Models
Ziang Xie, Sida I. Wang, Jiwei Li +4
Data noising is an effective technique for regularizing neural network models. While noising is widely adopted in application domains such as vision and speech, commonly used noisi…