On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis
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Benchmark
Model
Rank
Results
text-classification-on-ohsumed
CNN+Lowercased
#10
Accuracy: 36.2
sentiment-analysis-on-imdb
CNN+LSTM
#36
Accuracy: 88.9
sentiment-analysis-on-sst-2-binary-classification
CNN
#55
Accuracy: 91.2
Rank counts only results with a code link.