ConAlign: Conditional Alignment Framework for Balancing Biased and Unbiased Recommendation

Jingcheng Zhang, Yihan Wang, Qi Song +1

Industry recommender systems trained on observational data suffer from various biases that create filter bubbles, causing user interests to collapse into narrow categories and seve…