Papers with PrimeX
PrimeX: A Dataset of Worldview, Opinion, and Explanation (2025.emnlp-main)
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| Challenge: | Recent work shows that an individual's worldview -or beliefs about the overall character of the world -can explain persistent behavioral patterns and correlates with personality, well-being, political, religious, and demographic variables. |
| Approach: | They develop a dataset of public opinion survey data from 858 US residents with written explanations from the respondents for why they hold specific opinions and the Primal World Belief survey for assessing respondent worldview. |
| Outcome: | The proposed model can be used to better represent an individual's belief system and improve opinion prediction. |