Authors: Xianglin ZHAO, Li CHEN, Yucheng JIN
Department of Computer Science, Hong Kong Baptist University
About 7 min
Positive Intelligence Lab
Dr. Li CHEN
Dr. Yucheng JIN
Dr. Lei LI
Mr. Weixin CHEN
Mr. Xianglin ZHAO
Mr. Yizhe ZHANG
Author: Lei LI
Department of Computer Science, Hong Kong Baptist University
- Lei Li, Yongfeng Zhang, Li Chen. On the Relationship between Explanation and Recommendation: Learning to Rank Explanations for Improved Performance. ACM Transactions on Intelligent Systems and Technology (TIST), 2023. [Paper][Code]
- Lei Li, Yongfeng Zhang, Li Chen. EXTRA: Explanation Ranking Datasets for Explainable Recommendation. SIGIR'21. [Paper][Code][Datasets]
About 8 min
Author: Lei LI
Department of Computer Science, Hong Kong Baptist University
该生态（链接）包括：典型自然语言生成模型的PyTorch实现（预训练模型GPT-2、Transformer、GRU和LSTM），评估指标，公开数据集，以及创建这些数据集的代码。应用场景以推荐系统解释生成（recommendation explanation generation）为例，但不局限于此，可扩展至其他相似应用，如用户评论生成（review generation）、用户评论摘要（review summarization）、提示生成（tip generation）、对话系统（dialogue systems）等。
About 9 min
Author: Lei LI
Department of Computer Science, Hong Kong Baptist University
- Lei Li, Yongfeng Zhang, Li Chen. Personalized Transformer for Explainable Recommendation. ACL'21. [Paper][Code]
About 7 min
Author: Lei LI
Department of Computer Science, Hong Kong Baptist University
About 6 min