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Tiny-NewsRec: Efficient and Effective PLM-based News Recommendation [article]

Yang Yu, Fangzhao Wu, Chuhan Wu, Jingwei Yi, Tao Qi, Qi Liu
2021 arXiv   pre-print
In this paper, we propose Tiny-NewsRec, which can improve both the effectiveness and the efficiency of PLM-based news recommendation.  ...  To improve the efficiency of PLM-based news recommendation while maintaining the performance, we propose a two-stage knowledge distillation method.  ...  Conclusion and Future Work In this paper, we propose a Tiny-NewsRec approach to improve the effectiveness and the efficiency of PLM-based news recommendation with domain-specific post-training and a two-stage  ... 
arXiv:2112.00944v1 fatcat:q4xpsnqv35bp7mazeocezzlute