Papers with BERT baselines
I am PsyAM: Modeling Happiness with Cognitive Appraisal Dimensions (2023.findings-acl)
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| Challenge: | Emotions are an indicator of psychological states, such as happiness, which can be modelled through cognitive appraisal theory (CAT) |
| Approach: | They propose to use adaptor modules in a sequential multi-task learning setup to generate high-dimensional feature representations of hedonic well-being (momentary happiness) they propose to apply feature fusion methods to model emotion in text . |
| Outcome: | The proposed framework has cross-task validity and generalizability and is robust against traditional methods and BERT baselines. |