Papers with classification of emotion categories
Emotion Detection and Classification in a Multigenre Corpus with Joint Multi-Task Deep Learning (C18-1)
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| Challenge: | Sentence-level emotion detection is a challenging task due to subjectivity of emotion. |
| Approach: | They propose a model to address genre robustness in a multi-task learning problem . they use a genre-based corpus to train a neural net model with different genres . |
| Outcome: | The proposed model improves the results across different genres compared to a single model trained on a genre. |