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)

PDF Abstract

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