Papers with automated persuasiveness prediction
Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness (2020.acl-main)
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| Challenge: | Several studies have examined persuasiveness in debates by probing the main factors for establishing persuasion, particularly regarding the role of linguistic features of debaters' arguments. |
| Approach: | They propose to model debaters’ prior beliefs, interests, and personality traits based on their previous activity without dependence on explicit user profiles or questionnaires. |
| Outcome: | The proposed model improves persuasiveness prediction and debater resistance to persuasion. |