Several works even directly transfer semantic roles into opinion roles for ORL (Kim and Hovy, 2006;<cite> Ruppenhofer et al., 2008)</cite> , treating opinion expressions as the major predicates. These systems can achieve good performances, indicating that SRL information can be greatly useful for ORL. Here we propose a novel method to encode the SRL information implicitly, enhancing ORL model with semantic-aware word representations from a neural SRL model (SRL-SAWR).