Papers by Octavia Stappart
TalkUp: Paving the Way for Understanding Empowering Language (2023.findings-emnlp)
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| Challenge: | Empowerment has rarely been studied in NLP because of its implicit nature . linguistics and psychology research shows how empowerment can impact people by increasing their sense of self-efficacy and self-esteem. |
| Approach: | They crowdsource Reddit posts labeled for empowerment and use it to train language models that capture empowering and disempowering language. |
| Outcome: | The proposed dataset can be used to train language models that capture empowering and disempowering language. |