An Efficient Sentiment Classification Method with the Help of Neighbors and a Hybrid of RNN Models

Figure 1

Even for humans, it might be challenging to understand some sentences without additional context. On social media, however, similar texts are frequently shared. Based on this intuition, we retrieve a neighborhood of sentences with similar words to help define the sentiment of the input text given an ambiguous sentence, such as “Nowruz Mubarak!”