Papers by Sihem Amer-Yahia
R-Fairness: Assessing Fairness of Ranking in Subjective Data (2025.acl-long)
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| Challenge: | Subjective data, reflecting individual opinions, permeates platforms like Yelp and Amazon . despite the prevalence of such platforms, little attention has been given to fairness in their context . |
| Approach: | They propose a fairness assessment pipeline that starts with data collection phase and then iterates through rated items. |
| Outcome: | The proposed approach favors groups writing best-ranked reviews over others on collaborative rating platforms. |