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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#12 best model for
Sentiment Analysis
on Yelp Fine-grained classification
TASK | DATASET | MODEL | METRIC NAME | METRIC VALUE | GLOBAL RANK | COMPARE |
---|---|---|---|---|---|---|
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 |