Paper: Blinov: Distributed Representations of Words for Aspect-Based Sentiment Analysis at SemEval 2014

ACL ID S14-2020
Title Blinov: Distributed Representations of Words for Aspect-Based Sentiment Analysis at SemEval 2014
Venue Joint Conference on Lexical and Computational Semantics
Session
Year 2014
Authors

The article describes our system submitted to the SemEval-2014 task on Aspect-Based Sentiment Analy- sis. The methods based on distribut- ed representations of words for the aspect term extraction and aspect term polarity detection tasks are pre- sented. The methods for the aspect category detection and category po- larity detection tasks are presented as well. Well-known skip-gram model for constructing the distribut- ed representations is briefly de- scribed. The results of our methods are shown in comparison with the baseline and the best result.