Papers by Neil Potnis
The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse (2024.emnlp-main)
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| Challenge: | enhancing the quality of online public discourse requires promoting foundational human virtues, such as “intellectual humility” (IH) . discourse on social media rewards forgetting our virtuous selves, embedding users within echo chambers and causing negative affect towards those who hold different beliefs. |
| Approach: | They propose to use a codebook to measure "intellectual humility" they manually validated the codebook and used it to develop LLM-based models . |
| Outcome: | The proposed model achieves a Macro-F1 score of 0.64 across labels and 0.70 when predicting IH/IA/Neutral at the coarse level. |