Paper: COMMIT-P1WP3: A Co-occurrence Based Approach to Aspect-Level Sentiment Analysis

ACL ID S14-2032
Title COMMIT-P1WP3: A Co-occurrence Based Approach to Aspect-Level Sentiment Analysis
Venue Joint Conference on Lexical and Computational Semantics
Session
Year 2014
Authors

In this paper, the crucial ingredients for our submission to SemEval-2014 Task 4 ?Aspect Level Sentiment Analysis? are discussed. We present a simple aspect de- tection algorithm, a co-occurrence based method for category detection and a dic- tionary based sentiment classification al- gorithm. The dictionary for the latter is based on co-occurrences as well. The fail- ure analysis and related work section focus mainly on the category detection method as it is most distinctive for our work.