Translations as Additional Contexts for Sentence Classification

14 Jun 2018Reinald Kim AmplayoKyungjae LeeJinyeong YeoSeung-won Hwang

In sentence classification tasks, additional contexts, such as the neighboring sentences, may improve the accuracy of the classifier. However, such contexts are domain-dependent and thus cannot be used for another classification task with an inappropriate domain... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Subjectivity Analysis SUBJ CNN+MCFA Accuracy 94.80 # 2
Text Classification TREC-6 CNN+MCFA Error 4 # 4