Papers with generated sentence representation
A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis (D19-1)
Copied to clipboard
| Challenge: | Existing models use aspect-independent encoders for sentence representation generation. |
| Approach: | They propose an aspect-guided deep transition model which guides the sentence encoding from scratch with a specially-designed deep transition architecture. |
| Outcome: | The proposed model outperforms existing models on multiple datasets on aspect-category sentiment analysis and aspectterm sentiment analysis without additional features. |