Name
Title | ||
|---|---|---|
Improving sentiment analysis via sentence type classification using BiLSTM-CRF and CNN |
Abstract | ||
|---|---|---|
•A divide-and-conquer method classifying sentence types before sentiment analysis.•Classifying sentence types by the number of opinion targets a sentence contain.•A data-driven approach automatically extract features from input sentences. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1016/j.eswa.2016.10.065 | Expert Systems with Applications |
Keywords | Field | DocType |
Natural language processing,Sentiment analysis,Deep neural network | Computer science,Sentiment analysis,Convolutional neural network,Speech recognition,Artificial intelligence,Natural language processing,Artificial neural network,Sentence,Benchmarking | Journal |
Volume | Issue | ISSN |
72 | C | 0957-4174 |
Citations | PageRank | References |
65 | 1.70 | 57 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chen Tao | 1 | 117 | 4.98 |
| Xu Ruifeng | 2 | 432 | 53.04 |
| Yulan He | 3 | 1934 | 123.88 |
| Xuan Wang | 4 | 291 | 57.12 |