2.3k citations · 2.6k across the 14 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.CL2017★ 60 cited
DisSent: Sentence Representation Learning from Explicit Discourse Relations
Allen Nie, Erin D. Bennett, Noah D. Goodman
Learning effective representations of sentences is one of the core missions of natural language understanding. Existing models either train on a vast amount of text, or require cos…
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…