Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN
Table 8: Results for the WEIGHTED technique.
['[BOLD] RNN', '[BOLD] SRC', '[BOLD] Emb.', '[BOLD] |h|', '[BOLD] F1']
Using this corpus led to an average absolute improvement over Restaurants of 3.79% (p=7.76×10−11.) When it comes to embeddings, GoogleNews provided the best average performance with 53.44 F1-score. However, this value was statistically indistinguishable at p<0.08 from WikiDeps, with an average 52.8 F1-score.