Optimizing Novelty of Top-k Recommendations using Large Language Models and Reinforcement Learning

Amit Sharma, Hua Li, Xue Li +1

Given an input query, a recommendation model is trained using user feedback data (e.g., click data) to output a ranked list of items. In real-world systems, besides accuracy, an im…