Papers by Damian Grimling
Personal Bias in Prediction of Emotions Elicited by Textual Opinions (2021.acl-srw)
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| Challenge: | Various models for emotion recognition have been used in different studies. |
| Approach: | They propose to use an annotated corpus to estimate personal emotional bias to estimate individual responses to texts . they propose to employ a new BERT-based transformer architecture to predict emotions from an individual human perspective. |
| Outcome: | The proposed method improves the quality of personalized reasoning and may boost the quality and reliability of content recommendation systems. |