Po-Chuan Chien

Self-Attentive Sentimental Sentence Embedding for Sentiment Analysis

We propose the use of a word-level sentiment bidirectional LSTM in tandem with the self-attention mechanism for sentence-level sentiment prediction. In addition to the proposed model, we also present a finance report dataset for sentence-level financial risk detection. Experiments conducted on the p…