The paper applies a listwise softmax preference loss with head-item negative sampling and tail reweighting to improve long-tail item recommendation.
Tallrec: An effective and efficient tuning framework to align large language model with recommendation,
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Listwise Preference Alignment Optimization for Tail Item Recommendation
The paper applies a listwise softmax preference loss with head-item negative sampling and tail reweighting to improve long-tail item recommendation.