TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK
Text Classification	AG News	Char-level CNN	Error	9.51	# 17
Text Classification	DBpedia	Char-level CNN	Error	1.55	# 17
Sentiment Analysis	Yelp Binary classification	Char-level CNN	Error	4.88	# 16
Sentiment Analysis	Yelp Fine-grained classification	Char-level CNN	Error	37.95	# 13

🦡 Badges

Include the markdown at the top of your GitHub README.md file to showcase the performance of the model.

Badges are live and will be dynamically updated with the latest ranking of this paper.

Badge	Markdown
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/character-level-convolutional-networks-for/sentiment-analysis-on-yelp-fine-grained)](https://paperswithcode.com/sota/sentiment-analysis-on-yelp-fine-grained?p=character-level-convolutional-networks-for)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/character-level-convolutional-networks-for/sentiment-analysis-on-yelp-binary)](https://paperswithcode.com/sota/sentiment-analysis-on-yelp-binary?p=character-level-convolutional-networks-for)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/character-level-convolutional-networks-for/text-classification-on-ag-news)](https://paperswithcode.com/sota/text-classification-on-ag-news?p=character-level-convolutional-networks-for)`
	`[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/character-level-convolutional-networks-for/text-classification-on-dbpedia)](https://paperswithcode.com/sota/text-classification-on-dbpedia?p=character-level-convolutional-networks-for)`

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)

PDF Abstract

Code

Add Remove

gaussic/text-classification-cnn-rnn

2,692

zhangxiangxiao/Crepe

821

mhjabreel/CharCNN

202

ahmedbesbes/character-based-cnn

144

mhjabreel/CharCnn_Keras

See all 12 implementations

Tasks

Add Remove

SENTIMENT ANALYSIS

TEXT CLASSIFICATION

Evaluation Results from the Paper

Add Remove

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

Get a GitHub badge

TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	COMPARE
Text Classification	AG News	Char-level CNN	Error	9.51	# 17	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	# 16	See all
Sentiment Analysis	Yelp Fine-grained classification	Char-level CNN	Error	37.95	# 13	See all

Character-level Convolutional Networks for Text Classification

Code Edit Add Remove

Tasks Edit Add Remove

Evaluation Results from the Paper Edit Add Remove

Code

Add Remove

Tasks

Add Remove

Evaluation Results from the Paper

Add Remove