Sentiment Translation through Lexicon Induction

The translation of sentiment information is a task from which sentiment analysis systems can benefit. We present a novel, graph-based approach using SimRank, a well-established vertex similarity algorithm to transfer sentiment information between a source language and a target language graph. We evaluate this method in comparison with SO-PMI.

• Type: Journal
• Year: 2010
• Where: ACL
• Authors: Christian Scheible
• Keywords: ACL 2010, Computational Linguistics, Sentiment Analysis Systems, Sentiment Information, Well-established Vertex Similarity