Task	Dataset	Model	Metric name	Metric value	Global rank
Text Classification	AG News	Char-level CNN	Error	9.51	# 16
Text Classification	DBpedia	Char-level CNN	Error	1.55	# 17
Sentiment Analysis	Yelp Binary classification	Char-level CNN	Error	4.88	# 15
Sentiment Analysis	Yelp Fine-grained classification	Char-level CNN	Error	37.95	# 12

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Character-level Convolutional Networks for Text Classification

NeurIPS 2015 • 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 show that character-level convolutional networks could achieve state-of-the-art or competitive results... (read more)

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gaussic/text-classification-cnn-rnn

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zhangxiangxiao/Crepe

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mhjabreel/CharCNN

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ahmedbesbes/character-based-cnn

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mhjabreel/CharCnn_Keras

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#12 best model for Sentiment Analysis on Yelp Fine-grained classification

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Task	Dataset	Model	Metric name	Metric value	Global rank	Compare
Text Classification	AG News	Char-level CNN	Error	9.51	# 16	See all
Text Classification	DBpedia	Char-level CNN	Error	1.55	# 17	See all
Sentiment Analysis	Yelp Binary classification	Char-level CNN	Error	4.88	# 15	See all
Sentiment Analysis	Yelp Fine-grained classification	Char-level CNN	Error	37.95	# 12	See all

Character-level Convolutional Networks for Text Classification

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