UFAL at SemEval 2016 Task 5: Recurrent Neural Networks for Sentence Classification
This paper describes our system for aspectbased sentiment analysis (ABSA) We participate in Subtask 1 (sentence level ABSA) focusing specifically on aspect category detection. We train a binary classifier for each category. This year's addition of multiple languages makes language independent approaches attractive. We propose to utilize neural networks which should be capable of discovering linguistic patterns in the data automatically, thereby reducing the need for language specific tools and feature engineering.
*SEMEVAL