most citedCharacter-level Convolutional Networks for Text Classification

3.3k citations · 3.7k across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2015★ 3.3k cited

Character-level Convolutional Networks for Text Classification

Xiang Zhang, Junbo Zhao, Yann LeCun

This article offers an empirical exploration on the use of character-level convolutional networks (ConvNets) for text classification. We constructed several large-scale datasets to…

cs.LG2015★ 418 cited

Text Understanding from Scratch

Xiang Zhang, Yann LeCun

This article demontrates that we can apply deep learning to text understanding from character-level inputs all the way up to abstract text concepts, using temporal convolutional ne…